Skip to yearly menu bar Skip to main content


(413 events)   Timezone:  
Show all
Toggle Poster Visibility
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #101
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data
Harsh Rangwani · Sumukh K Aithal · Mayank Mishra · Venkatesh Babu R
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #103
Active Learning Through a Covering Lens
Ofer Yehuda · Avihu Dekel · Guy Hacohen · Daphna Weinshall
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #105
Sparse Winning Tickets are Data-Efficient Image Recognizers
Mukund Varma T · Xuxi Chen · Zhenyu Zhang · Tianlong Chen · Subhashini Venugopalan · Zhangyang Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #107
Active Learning Helps Pretrained Models Learn the Intended Task
Alex Tamkin · Dat Nguyen · Salil Deshpande · Jesse Mu · Noah Goodman
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #108
Star Temporal Classification: Sequence Modeling with Partially Labeled Data
Vineel Pratap · Awni Hannun · Gabriel Synnaeve · Ronan Collobert
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #109
S-PIFu: Integrating Parametric Human Models with PIFu for Single-view Clothed Human Reconstruction
Kennard Chan · Guosheng Lin · Haiyu Zhao · Weisi Lin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #110
Interaction-Grounded Learning with Action-Inclusive Feedback
Tengyang Xie · Akanksha Saran · Dylan J Foster · Lekan Molu · Ida Momennejad · Nan Jiang · Paul Mineiro · John Langford
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #111
Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm
Ashish K Jayant · Shalabh Bhatnagar
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #112
NCP: Neural Correspondence Prior for Effective Unsupervised Shape Matching
Souhaib Attaiki · Maks Ovsjanikov
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #113
Environment Diversification with Multi-head Neural Network for Invariant Learning
Bo-Wei Huang · Keng-Te Liao · Chang-Sheng Kao · Shou-De Lin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #114
Denoising Diffusion Restoration Models
Bahjat Kawar · Michael Elad · Stefano Ermon · Jiaming Song
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #115
Predictive Coding beyond Gaussian Distributions
Luca Pinchetti · Tommaso Salvatori · Yordan Yordanov · Beren Millidge · Yuhang Song · Thomas Lukasiewicz
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #116
Trajectory balance: Improved credit assignment in GFlowNets
Nikolay Malkin · Moksh Jain · Emmanuel Bengio · Chen Sun · Yoshua Bengio
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #117
The least-control principle for local learning at equilibrium
Alexander Meulemans · Nicolas Zucchet · Seijin Kobayashi · Johannes von Oswald · João Sacramento
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #118
Universally Expressive Communication in Multi-Agent Reinforcement Learning
Matthew Morris · Thomas D Barrett · Arnu Pretorius
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #119
Introspective Learning : A Two-Stage approach for Inference in Neural Networks
Mohit Prabhushankar · Ghassan AlRegib
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #120
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping
Hao Sun · Lei Han · Rui Yang · Xiaoteng Ma · Jian Guo · Bolei Zhou
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #121
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis
Wuyang Chen · Wei Huang · Xinyu Gong · Boris Hanin · Zhangyang Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #122
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
Andaç Demir · Baris Coskunuzer · Yulia Gel · Ignacio Segovia-Dominguez · Yuzhou Chen · Bulent Kiziltan
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #123
Spartan: Differentiable Sparsity via Regularized Transportation
Kai Sheng Tai · Taipeng Tian · Ser Nam Lim
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #124
S3GC: Scalable Self-Supervised Graph Clustering
Fnu Devvrit · Aditya Sinha · Inderjit Dhillon · Prateek Jain
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #125
HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction
Zalan Fabian · Berk Tinaz · Mahdi Soltanolkotabi
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #126
DreamShard: Generalizable Embedding Table Placement for Recommender Systems
Daochen Zha · Louis Feng · Qiaoyu Tan · Zirui Liu · Kwei-Herng Lai · Bhargav Bhushanam · Yuandong Tian · Arun Kejariwal · Xia Hu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #127
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Yejia Liu · Wang Zhu · Shaolei Ren
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #128
Graph Learning Assisted Multi-Objective Integer Programming
Yaoxin Wu · Wen Song · Zhiguang Cao · Jie Zhang · Abhishek Gupta · Mingyan Lin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #129
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations
Kai Yan · Alex Schwing · Yu-Xiong Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #130
Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge
Hongjing Niu · Hanting Li · Feng Zhao · Bin Li
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #131
Contrastive Graph Structure Learning via Information Bottleneck for Recommendation
Chunyu Wei · Jian Liang · Di Liu · Fei Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #133
Mining Multi-Label Samples from Single Positive Labels
Youngin Cho · Daejin Kim · MOHAMMAD AZAM KHAN · Jaegul Choo
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #134
Reinforced Genetic Algorithm for Structure-based Drug Design
Tianfan Fu · Wenhao Gao · Connor Coley · Jimeng Sun
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #135
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport
Dandan Guo · Long Tian · He Zhao · Mingyuan Zhou · Hongyuan Zha
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #136
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
Andreas Fürst · Elisabeth Rumetshofer · Johannes Lehner · Viet T. Tran · Fei Tang · Hubert Ramsauer · David Kreil · Michael Kopp · Günter Klambauer · Angela Bitto · Sepp Hochreiter
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #137
Class-Aware Adversarial Transformers for Medical Image Segmentation
Chenyu You · Ruihan Zhao · Fenglin Liu · Siyuan Dong · Sandeep Chinchali · Ufuk Topcu · Lawrence Staib · James Duncan
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #138
Debiased Self-Training for Semi-Supervised Learning
Baixu Chen · Junguang Jiang · Ximei Wang · Pengfei Wan · Jianmin Wang · Mingsheng Long
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #139
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning
WEICONG LIANG · YUHUI YUAN · Henghui Ding · Xiao Luo · Weihong Lin · Ding Jia · Zheng Zhang · Chao Zhang · Han Hu
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #140
Single-Stage Visual Relationship Learning using Conditional Queries
Alakh Desai · Tz-Ying Wu · Subarna Tripathi · Nuno Vasconcelos
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #141
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging
Yuanhao Cai · Jing Lin · Haoqian Wang · Xin Yuan · Henghui Ding · Yulun Zhang · Radu Timofte · Luc V Gool
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #142
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection
Lewei Yao · Jianhua Han · Youpeng Wen · Xiaodan Liang · Dan Xu · Wei Zhang · Zhenguo Li · Chunjing XU · Hang Xu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #242
OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds
Ziyang Song · Bo Yang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #241
Physically-Based Face Rendering for NIR-VIS Face Recognition
Yunqi Miao · Alexandros Lattas · Jiankang Deng · Jungong Han · Stefanos Zafeiriou
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #240
HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces
Qing Li · Yu-Shen Liu · Jin-San Cheng · Cheng Wang · Yi Fang · Zhizhong Han
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #239
Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization
Junru Wu · Yi Liang · feng han · Hassan Akbari · Zhangyang Wang · Cong Yu
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #238
Deep Bidirectional Language-Knowledge Graph Pretraining
Michihiro Yasunaga · Antoine Bosselut · Hongyu Ren · Xikun Zhang · Christopher D Manning · Percy Liang · Jure Leskovec
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #237
Vision Transformers provably learn spatial structure
Samy Jelassi · Michael Sander · Yuanzhi Li
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #236
Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain
Yiting Chen · Qibing Ren · Junchi Yan
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #235
Self-Supervised Fair Representation Learning without Demographics
Junyi Chai · Xiaoqian Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #234
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing
Yonggan Fu · Yang Zhang · Kaizhi Qian · Zhifan Ye · Zhongzhi Yu · Cheng-I Jeff Lai · Celine Lin
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #233
Sequence-to-Set Generative Models
Longtao Tang · Ying Zhou · Yu Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #232
Does GNN Pretraining Help Molecular Representation?
Ruoxi Sun · Hanjun Dai · Adams Wei Yu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #231
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
Mohammad Reza Taesiri · Giang Nguyen · Anh Nguyen
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #230
Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens
Elad Ben Avraham · Roei Herzig · Karttikeya Mangalam · Amir Bar · Anna Rohrbach · Leonid Karlinsky · Trevor Darrell · Amir Globerson
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #229
Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design
Jörg Franke · Frederic Runge · Frank Hutter
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #228
Transformers from an Optimization Perspective
Yongyi Yang · zengfeng Huang · David P Wipf
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #227
Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking
Ruofan Wu · Junmin Zhong · Brent Wallace · Xiang Gao · He Huang · Jennie Si
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #226
Locating and Editing Factual Associations in GPT
Kevin Meng · David Bau · Alex Andonian · Yonatan Belinkov
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #225
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification
Ruoxi Jiang · Rebecca Willett
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #224
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics
Lukas Prantl · Benjamin Ummenhofer · Vladlen Koltun · Nils Thuerey
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #223
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning
Yao Mu · Yuzheng Zhuang · Fei Ni · Bin Wang · Jianyu Chen · Jianye Hao · Ping Luo
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #222
UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator
Ziqi Pan · Li Niu · Liqing Zhang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #221
On the Convergence Theory for Hessian-Free Bilevel Algorithms
Daouda Sow · Kaiyi Ji · Yingbin Liang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #220
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
Xiang Huang · Zhanhong Ye · Hongsheng Liu · Shi Ji · Zidong Wang · Kang Yang · Yang Li · Min Wang · Haotian CHU · Fan Yu · Bei Hua · Lei Chen · Bin Dong
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #219
Deep Active Learning by Leveraging Training Dynamics
Haonan Wang · Wei Huang · Ziwei Wu · Hanghang Tong · Andrew J Margenot · Jingrui He
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #218
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence
Sunghwan Hong · Jisu Nam · Seokju Cho · Susung Hong · Sangryul Jeon · Dongbo Min · Seungryong Kim
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #217
Invertible Monotone Operators for Normalizing Flows
Byeongkeun Ahn · Chiyoon Kim · Youngjoon Hong · Hyunwoo Kim
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #216
S$^3$-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint
Wenqi Yang · Guanying Chen · Chaofeng Chen · Zhenfang Chen · Kwan-Yee K. Wong
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #215
Cross-Linked Unified Embedding for cross-modality representation learning
Xinming Tu · Zhi-Jie Cao · xia chenrui · Sara Mostafavi · Ge Gao
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #214
u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality
Wei-Ning Hsu · Bowen Shi
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #213
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models
Zonghan Yang · Tianyu Pang · Yang Liu
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #212
A Transformer-Based Object Detector with Coarse-Fine Crossing Representations
Zhishan Li · Ying Nie · Kai Han · Jianyuan Guo · Lei Xie · Yunhe Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #211
Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks
Daiki Chijiwa · Shin'ya Yamaguchi · Atsutoshi Kumagai · Yasutoshi Ida
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #210
Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant
Ying Jin · Jiaqi Wang · Dahua Lin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #209
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis
Yichong Leng · Zehua Chen · Junliang Guo · Haohe Liu · Jiawei Chen · Xu Tan · Danilo Mandic · Lei He · Xiangyang Li · Tao Qin · sheng zhao · Tie-Yan Liu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #208
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
Yanchen Deng · Shufeng Kong · Caihua Liu · Bo An
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #207
Robust Calibration with Multi-domain Temperature Scaling
Yaodong Yu · Stephen Bates · Yi Ma · Michael Jordan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #206
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks
Xuanli He · Qiongkai Xu · Yi Zeng · Lingjuan Lyu · Fangzhao Wu · Jiwei Li · Ruoxi Jia
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #205
Data-Efficient Augmentation for Training Neural Networks
Tian Yu Liu · Baharan Mirzasoleiman
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #204
Learning Distinct and Representative Modes for Image Captioning
Qi Chen · Chaorui Deng · Qi Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #203
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs
Zenan Li · Qitian Wu · Fan Nie · Junchi Yan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #202
Bootstrapped Transformer for Offline Reinforcement Learning
Kerong Wang · Hanye Zhao · Xufang Luo · Kan Ren · Weinan Zhang · Dongsheng Li
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #201
INRAS: Implicit Neural Representation for Audio Scenes
Kun Su · Mingfei Chen · Eli Shlizerman
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #200
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
Dacheng Li · Hongyi Wang · Eric Xing · Hao Zhang
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #300
On the Symmetries of Deep Learning Models and their Internal Representations
Charles Godfrey · Davis Brown · Tegan Emerson · Henry Kvinge
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #302
Gradient Descent: The Ultimate Optimizer
Kartik Chandra · Audrey Xie · Jonathan Ragan-Kelley · ERIK MEIJER
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #303
Maximizing Revenue under Market Shrinkage and Market Uncertainty
Maria-Florina Balcan · Siddharth Prasad · Tuomas Sandholm
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #304
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
Andreas Besginow · Markus Lange-Hegermann
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #305
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions
Nikolaos Karalias · Joshua Robinson · Andreas Loukas · Stefanie Jegelka
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #306
In Defense of the Unitary Scalarization for Deep Multi-Task Learning
Vitaly Kurin · Alessandro De Palma · Ilya Kostrikov · Shimon Whiteson · Pawan K Mudigonda
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #307
A Unified Analysis of Federated Learning with Arbitrary Client Participation
Shiqiang Wang · Mingyue Ji
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #308
DNA: Proximal Policy Optimization with a Dual Network Architecture
Matthew Aitchison · Penny Sweetser
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #309
Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent
Ruqi Zhang · Qiang Liu · Xin Tong
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #310
Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization
Aniket Das · Bernhard Schölkopf · Michael Muehlebach
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #311
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs
Andrea Tirinzoni · Aymen Al Marjani · Emilie Kaufmann
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #312
Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound
Charles Guille-Escuret · Adam Ibrahim · Baptiste Goujaud · Ioannis Mitliagkas
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #313
Posterior and Computational Uncertainty in Gaussian Processes
Jonathan Wenger · Geoff Pleiss · Marvin Pförtner · Philipp Hennig · John Cunningham
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #314
Luckiness in Multiscale Online Learning
Wouter Koolen · Muriel F. Pérez-Ortiz
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #315
Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
Elena Grigorescu · Young-San Lin · Sandeep Silwal · Maoyuan Song · Samson Zhou
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #316
Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
Su Jia · Andrew Li · R Ravi
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #317
An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem
Arpit Agarwal · Rohan Ghuge · viswanath nagarajan
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #318
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
Changlong Wu · Mohsen Heidari · Ananth Grama · Wojciech Szpankowski
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #319
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization
Mufan Li · Mihai Nica · Dan Roy
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #320
Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks
Blake Bordelon · Cengiz Pehlevan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #321
Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes
Maxim Kodryan · Ekaterina Lobacheva · Maksim Nakhodnov · Dmitry Vetrov
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #322
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training
Randall Balestriero · Ishan Misra · Yann LeCun
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #323
Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis
Ronan Perry · Julius von Kügelgen · Bernhard Schölkopf
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #324
Maximizing and Satisficing in Multi-armed Bandits with Graph Information
Parth Thaker · Mohit Malu · Nikhil Rao · Gautam Dasarathy
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #325
Thompson Sampling Efficiently Learns to Control Diffusion Processes
Mohamad Kazem Shirani Faradonbeh · Mohamad Sadegh Shirani Faradonbeh · Mohsen Bayati
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #326
Counterfactual Fairness with Partially Known Causal Graph
Aoqi Zuo · Susan Wei · Tongliang Liu · Bo Han · Kun Zhang · Mingming Gong
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #327
Non-Convex Bilevel Games with Critical Point Selection Maps
Michael Arbel · Julien Mairal
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #328
Provably tuning the ElasticNet across instances
Maria-Florina Balcan · Misha Khodak · Dravyansh Sharma · Ameet Talwalkar
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #329
On Learning and Refutation in Noninteractive Local Differential Privacy
Alexander Edmonds · Aleksandar Nikolov · Toniann Pitassi
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #330
Learning in Observable POMDPs, without Computationally Intractable Oracles
Noah Golowich · Ankur Moitra · Dhruv Rohatgi
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #331
On the Robustness of Graph Neural Diffusion to Topology Perturbations
Yang Song · Qiyu Kang · Sijie Wang · Kai Zhao · Wee Peng Tay
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #332
Robust Learning against Relational Adversaries
Yizhen Wang · Mohannad Alhanahnah · Xiaozhu Meng · Ke Wang · Mihai Christodorescu · Somesh Jha
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #333
Toward Understanding Privileged Features Distillation in Learning-to-Rank
Shuo Yang · Sujay Sanghavi · Holakou Rahmanian · Jan Bakus · Vishwanathan S. V. N.
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #334
Lifting Weak Supervision To Structured Prediction
Harit Vishwakarma · Frederic Sala
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #335
Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach
Zohar Rimon · Aviv Tamar · Gilad Adler
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #336
Symbolic Distillation for Learned TCP Congestion Control
S P Sharan · Wenqing Zheng · Kuo-Feng Hsu · Jiarong Xing · Ang Chen · Zhangyang Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #337
On the Effectiveness of Persistent Homology
Renata Turkes · Guido Montufar · Nina Otter
[ Poster [ OpenReview [ Topia
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #338
Fairness without Demographics through Knowledge Distillation
Junyi Chai · Taeuk Jang · Xiaoqian Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #339
Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning
Yao-Xiang Ding · Xi-Zhu Wu · Kun Zhou · Zhi-Hua Zhou
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #340
HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies
Li Wang · jie Yang · Weikai Chen · Xiaoxu Meng · Bo Yang · Jintao Li · Lin Gao
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #341
Where to Pay Attention in Sparse Training for Feature Selection?
Ghada Sokar · Zahra Atashgahi · Mykola Pechenizkiy · Decebal Constantin Mocanu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #342
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects
Thanh Vinh Vo · Arnab Bhattacharyya · Young Lee · Tze-Yun Leong
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #442
RényiCL: Contrastive Representation Learning with Skew Rényi Divergence
Kyungmin Lee · Jinwoo Shin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #441
Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning
David Bertoin · Adil Zouitine · Mehdi Zouitine · Emmanuel Rachelson
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #440
On Embeddings for Numerical Features in Tabular Deep Learning
Yury Gorishniy · Ivan Rubachev · Artem Babenko
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #439
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
Yezhen Cong · Samar Khanna · Chenlin Meng · Patrick Liu · Erik Rozi · Yutong He · Marshall Burke · David Lobell · Stefano Ermon
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #438
(De-)Randomized Smoothing for Decision Stump Ensembles
Miklós Horváth · Mark Müller · Marc Fischer · Martin Vechev
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #437
Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
Yongyuan Liang · Yanchao Sun · Ruijie Zheng · Furong Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #436
Wasserstein $K$-means for clustering probability distributions
Yubo Zhuang · Xiaohui Chen · Yun Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #435
Coordinate Linear Variance Reduction for Generalized Linear Programming
Chaobing Song · Cheuk Yin Lin · Stephen Wright · Jelena Diakonikolas
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #434
Proximal Point Imitation Learning
Luca Viano · Angeliki Kamoutsi · Gergely Neu · Igor Krawczuk · Volkan Cevher
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #433
Pitfalls of Epistemic Uncertainty Quantification through Loss Minimisation
Viktor Bengs · Eyke Hüllermeier · Willem Waegeman
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #432
Why neural networks find simple solutions: The many regularizers of geometric complexity
Benoit Dherin · Michael Munn · Mihaela Rosca · David Barrett
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #431
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
Ravinder Bhattoo · Sayan Ranu · N M Anoop Krishnan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #430
Learning interacting dynamical systems with latent Gaussian process ODEs
Çağatay Yıldız · Melih Kandemir · Barbara Rakitsch
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #429
Capturing Graphs with Hypo-Elliptic Diffusions
Csaba Toth · Darrick Lee · Celia Hacker · Harald Oberhauser
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #428
MOVE: Unsupervised Movable Object Segmentation and Detection
Adam Bielski · Paolo Favaro
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #343
3DILG: Irregular Latent Grids for 3D Generative Modeling
Biao Zhang · Matthias Niessner · Peter Wonka
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #427
Unsupervised Multi-Object Segmentation by Predicting Probable Motion Patterns
Laurynas Karazija · Subhabrata Choudhury · Iro Laina · Christian Rupprecht · Andrea Vedaldi
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #426
Learning Concept Credible Models for Mitigating Shortcuts
Jiaxuan Wang · Sarah Jabbour · Maggie Makar · Michael Sjoding · Jenna Wiens
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #425
Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
Byungchan Ko · Jungseul Ok
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #424
BayesPCN: A Continually Learnable Predictive Coding Associative Memory
Jinsoo Yoo · Frank Wood
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #423
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes
Jia-Wei Liu · Yan-Pei Cao · Weijia Mao · Wenqiao Zhang · David Junhao Zhang · Jussi Keppo · Ying Shan · Xiaohu Qie · Mike Zheng Shou
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #422
ATD: Augmenting CP Tensor Decomposition by Self Supervision
Chaoqi Yang · Cheng Qian · Navjot Singh · Cao (Danica) Xiao · M Westover · Edgar Solomonik · Jimeng Sun
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #421
Robust Models are less Over-Confident
Julia Grabinski · Paul Gavrikov · Janis Keuper · Margret Keuper
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #420
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details
Yiqun Wang · Ivan Skorokhodov · Peter Wonka
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #143
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces
Nilesh Gupta · Patrick Chen · Hsiang-Fu Yu · Cho-Jui Hsieh · Inderjit Dhillon
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #419
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold
Can Yaras · Peng Wang · Zhihui Zhu · Laura Balzano · Qing Qu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #418
DISCO: Adversarial Defense with Local Implicit Functions
Chih-Hui Ho · Nuno Vasconcelos
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #417
Invariance-Aware Randomized Smoothing Certificates
Jan Schuchardt · Stephan Günnemann
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #416
Bayesian inference via sparse Hamiltonian flows
Naitong Chen · Zuheng Xu · Trevor Campbell
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #415
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance
Dohyun Kwon · Ying Fan · Kangwook Lee
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #414
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
Fengzhuo Zhang · Boyi Liu · Kaixin Wang · Vincent Tan · Zhuoran Yang · Zhaoran Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #413
Robustness to Unbounded Smoothness of Generalized SignSGD
Michael Crawshaw · Mingrui Liu · Francesco Orabona · Wei Zhang · Zhenxun Zhuang
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #412
Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions
Tian Tian · Kenny Young · Richard Sutton
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #411
Associating Objects and Their Effects in Video through Coordination Games
Erika Lu · Forrester Cole · Weidi Xie · Tali Dekel · Bill Freeman · Andrew Zisserman · Michael Rubinstein
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #410
Masked Autoencoding for Scalable and Generalizable Decision Making
Fangchen Liu · Hao Liu · Aditya Grover · Pieter Abbeel
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #409
In the Eye of the Beholder: Robust Prediction with Causal User Modeling
Amir Feder · Guy Horowitz · Yoav Wald · Roi Reichart · Nir Rosenfeld
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #408
Autoregressive Perturbations for Data Poisoning
Pedro Sandoval-Segura · Vasu Singla · Jonas Geiping · Micah Goldblum · Tom Goldstein · David Jacobs
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #407
Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
Sohir Maskey · Ron Levie · Yunseok Lee · Gitta Kutyniok
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #406
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
Haanvid Lee · Jongmin Lee · Yunseon Choi · Wonseok Jeon · Byung-Jun Lee · Yung-Kyun Noh · Kee-Eung Kim
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #405
Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium
Chris Junchi Li · Dongruo Zhou · Quanquan Gu · Michael Jordan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #243
Graph Neural Network Bandits
Parnian Kassraie · Andreas Krause · Ilija Bogunovic
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #404
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization
Samuel Daulton · Xingchen Wan · David Eriksson · Maximilian Balandat · Michael A Osborne · Eytan Bakshy
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #403
Grounding Aleatoric Uncertainty for Unsupervised Environment Design
Minqi Jiang · Michael Dennis · Jack Parker-Holder · Andrei Lupu · Heinrich Küttler · Edward Grefenstette · Tim Rocktäschel · Jakob Foerster
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #402
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach
Bo Liu · Mao Ye · Stephen Wright · Peter Stone · Qiang Liu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #502
A Theoretical Framework for Inference Learning
Nick Alonso · Beren Millidge · Jeffrey Krichmar · Emre O Neftci
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #503
High-dimensional Additive Gaussian Processes under Monotonicity Constraints
Andrés López-Lopera · Francois Bachoc · Olivier Roustant
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #504
On the generalization of learning algorithms that do not converge
Nisha Chandramoorthy · Andreas Loukas · Khashayar Gatmiry · Stefanie Jegelka
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #505
Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms
Paavo Parmas · Takuma Seno
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #506
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
Mehmet Ozgur Turkoglu · Alexander Becker · Hüseyin Anil Gündüz · Mina Rezaei · Bernd Bischl · Rodrigo Caye Daudt · Stefano D'Aronco · Jan Wegner · Konrad Schindler
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #507
Reinforcement Learning with Non-Exponential Discounting
Matthias Schultheis · Constantin Rothkopf · Heinz Koeppl
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #508
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
Fabian Falck · Christopher Williams · Dominic Danks · George Deligiannidis · Christopher Yau · Chris C Holmes · Arnaud Doucet · Matthew Willetts
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #509
A Lagrangian Duality Approach to Active Learning
Juan Elenter · Navid Naderializadeh · Alejandro Ribeiro
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #510
Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness
Eli Weinstein · Alan Amin · Jonathan Frazer · Debora Marks
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #511
Uncalibrated Models Can Improve Human-AI Collaboration
Kailas Vodrahalli · Tobias Gerstenberg · James Zou
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #512
Increasing Confidence in Adversarial Robustness Evaluations
Roland S. Zimmermann · Wieland Brendel · Florian Tramer · Nicholas Carlini
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #513
Procedural Image Programs for Representation Learning
Manel Baradad · Richard Chen · Jonas Wulff · Tongzhou Wang · Rogerio Feris · Antonio Torralba · Phillip Isola
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #514
Structuring Representations Using Group Invariants
Mehran Shakerinava · Arnab Kumar Mondal · Siamak Ravanbakhsh
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #515
Most Activation Functions Can Win the Lottery Without Excessive Depth
Rebekka Burkholz
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #516
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport
Matthias Bitzer · Mona Meister · Christoph Zimmer
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #517
Faster Deep Reinforcement Learning with Slower Online Network
Kavosh Asadi · Rasool Fakoor · Omer Gottesman · Taesup Kim · Michael Littman · Alexander Smola
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #518
Online Reinforcement Learning for Mixed Policy Scopes
Junzhe Zhang · Elias Bareinboim
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #519
What are the best Systems? New Perspectives on NLP Benchmarking
Pierre Colombo · Nathan Noiry · Ekhine Irurozki · Stephan Clémençon
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #520
ALMA: Hierarchical Learning for Composite Multi-Agent Tasks
Shariq Iqbal · Robby Costales · Fei Sha
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #521
Intra-agent speech permits zero-shot task acquisition
Chen Yan · Federico Carnevale · Petko I Georgiev · Adam Santoro · Aurelia Guy · Alistair Muldal · Chia-Chun Hung · Joshua Abramson · Timothy Lillicrap · Gregory Wayne
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #522
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies
Shachi Deshpande · Kaiwen Wang · Dhruv Sreenivas · Zheng Li · Volodymyr Kuleshov
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #523
Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses
Jacob Granley · Lucas Relic · Michael Beyeler
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #524
Data Distributional Properties Drive Emergent In-Context Learning in Transformers
Stephanie Chan · Adam Santoro · Andrew Lampinen · Jane Wang · Aaditya Singh · Pierre Richemond · James McClelland · Felix Hill
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #525
Drawing out of Distribution with Neuro-Symbolic Generative Models
Yichao Liang · Josh Tenenbaum · Tuan Anh Le · Siddharth N
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #526
FIRE: Semantic Field of Words Represented as Non-Linear Functions
Xin Du · Kumiko Tanaka-Ishii
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #527
Do Current Multi-Task Optimization Methods in Deep Learning Even Help?
Derrick Xin · Behrooz Ghorbani · Justin Gilmer · Ankush Garg · Orhan Firat
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #528
Diffusion Models as Plug-and-Play Priors
Alexandros Graikos · Nikolay Malkin · Nebojsa Jojic · Dimitris Samaras
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #529
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine
Ilker Demirel · Ahmet Alparslan Celik · Cem Tekin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #530
Robust Bayesian Regression via Hard Thresholding
Fan zheyi · Zhaohui Li · Qingpei Hu
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #531
Optimal-er Auctions through Attention
Dmitry Ivanov · Iskander Safiulin · Igor Filippov · Ksenia Balabaeva
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #532
Multi-Fidelity Best-Arm Identification
Riccardo Poiani · Alberto Maria Metelli · Marcello Restelli
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #533
Adaptive Oracle-Efficient Online Learning
Guanghui Wang · Zihao Hu · Vidya Muthukumar · Jacob Abernethy
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #534
Towards Consistency in Adversarial Classification
Laurent Meunier · Raphael Ettedgui · Rafael Pinot · Yann Chevaleyre · Jamal Atif
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #535
Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks
Rodrigo Veiga · Ludovic Stephan · Bruno Loureiro · Florent Krzakala · Lenka Zdeborová
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #536
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection
Wael Alghamdi · Hsiang Hsu · Haewon Jeong · Hao Wang · Peter Michalak · Shahab Asoodeh · Flavio Calmon
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #537
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization
Quanqi Hu · YONGJIAN ZHONG · Tianbao Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #538
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences
Han Shen · Tianyi Chen
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #539
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
Jiafan He · Tianhao Wang · Yifei Min · Quanquan Gu
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #540
Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness
Fredrik Hellström · Giuseppe Durisi
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #541
Discrete-Convex-Analysis-Based Framework for Warm-Starting Algorithms with Predictions
Shinsaku Sakaue · Taihei Oki
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #542
projUNN: efficient method for training deep networks with unitary matrices
Bobak Kiani · Randall Balestriero · Yann LeCun · Seth Lloyd
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #642
$\alpha$-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay
Kumar K Agrawal · Arnab Kumar Mondal · Arna Ghosh · Blake Richards
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #641
Structural Knowledge Distillation for Object Detection
Philip de Rijk · Lukas Schneider · Marius Cordts · Dariu Gavrila
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #640
Scalable Interpretability via Polynomials
Abhimanyu Dubey · Filip Radenovic · Dhruv Mahajan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #639
An empirical analysis of compute-optimal large language model training
Jordan Hoffmann · Sebastian Borgeaud · Arthur Mensch · Elena Buchatskaya · Trevor Cai · Eliza Rutherford · Diego de Las Casas · Lisa Anne Hendricks · Johannes Welbl · Aidan Clark · Thomas Hennigan · Eric Noland · Katherine Millican · George van den Driessche · Bogdan Damoc · Aurelia Guy · Simon Osindero · Karén Simonyan · Erich Elsen · Oriol Vinyals · Jack Rae · Laurent Sifre
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #638
Object Scene Representation Transformer
Mehdi S. M. Sajjadi · Daniel Duckworth · Aravindh Mahendran · Sjoerd van Steenkiste · Filip Pavetic · Mario Lucic · Leonidas Guibas · Klaus Greff · Thomas Kipf
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #637
Generative Neural Articulated Radiance Fields
Alexander Bergman · Petr Kellnhofer · Wang Yifan · Eric Chan · David Lindell · Gordon Wetzstein
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #636
Hand-Object Interaction Image Generation
Hezhen Hu · Weilun Wang · Wengang Zhou · Houqiang Li
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #635
Paraphrasing Is All You Need for Novel Object Captioning
Cheng-Fu Yang · Yao-Hung Hubert Tsai · Wan-Cyuan Fan · Russ Salakhutdinov · Louis-Philippe Morency · Frank Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #634
A Theoretical Study on Solving Continual Learning
Gyuhak Kim · Changnan Xiao · Tatsuya Konishi · Zixuan Ke · Bing Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #633
RecursiveMix: Mixed Learning with History
Lingfeng Yang · Xiang Li · Borui Zhao · Renjie Song · Jian Yang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #632
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs
Jinguo Zhu · Xizhou Zhu · Wenhai Wang · Xiaohua Wang · Hongsheng Li · Xiaogang Wang · Jifeng Dai
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #631
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models
Chen Liang · Wenguan Wang · Jiaxu Miao · Yi Yang
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #630
Multiview Human Body Reconstruction from Uncalibrated Cameras
Zhixuan Yu · Linguang Zhang · Yuanlu Xu · Chengcheng Tang · LUAN TRAN · Cem Keskin · Hyun Soo Park
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #629
Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks
Yijing Liu · Qinxian Liu · Jian-Wei Zhang · Haozhe Feng · Zhongwei Wang · Zihan Zhou · Wei Chen
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #628
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
Xuanhong Chen · Kairui Feng · Naiyuan Liu · Bingbing Ni · Yifan Lu · Zhengyan Tong · Ziang Liu
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #627
Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient
Yewen Li · Chaojie Wang · Zhibin Duan · Dongsheng Wang · Bo Chen · Bo An · Mingyuan Zhou
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #626
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model
Xuan-Phi Nguyen · Shafiq Joty · Kui Wu · Ai Ti Aw
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #625
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time
Tailin Wu · Megan Tjandrasuwita · Zhengxuan Wu · Xuelin Yang · Kevin Liu · Rok Sosic · Jure Leskovec
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #624
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
Yuhan Helena Liu · Arna Ghosh · Blake Richards · Eric Shea-Brown · Guillaume Lajoie
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #623
What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?
Nikolaos Tsilivis · Julia Kempe
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #622
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
Tao Yu · Yichi Zhang · Zhiru Zhang · Christopher De Sa
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #621
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties
Zeren Shui · Daniel Karls · Mingjian Wen · ilia Nikiforov · Ellad Tadmor · George Karypis
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #620
Accelerating Sparse Convolution with Column Vector-Wise Sparsity
Yijun Tan · Kai Han · Kang Zhao · Xianzhi Yu · Zidong Du · Yunji Chen · Yunhe Wang · Jun Yao
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #619
Exact Shape Correspondence via 2D graph convolution
Barakeel Fanseu Kamhoua · Lin Zhang · Yongqiang Chen · Han Yang · MA Kaili · Bo Han · Bo Li · James Cheng
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #618
Global Optimal K-Medoids Clustering of One Million Samples
Jiayang Ren · Kaixun Hua · Yankai Cao
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #617
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise
Eduard Gorbunov · Marina Danilova · David Dobre · Pavel Dvurechenskii · Alexander Gasnikov · Gauthier Gidel
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #616
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
Qinghua Liu · Csaba Szepesvari · Chi Jin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #615
FasterRisk: Fast and Accurate Interpretable Risk Scores
Jiachang Liu · Chudi Zhong · Boxuan Li · Margo Seltzer · Cynthia Rudin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #614
LieGG: Studying Learned Lie Group Generators
Artem Moskalev · Anna Sepliarskaia · Ivan Sosnovik · Arnold Smeulders
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #613
Shield Decentralization for Safe Multi-Agent Reinforcement Learning
Daniel Melcer · Christopher Amato · Stavros Tripakis
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #612
ProtoX: Explaining a Reinforcement Learning Agent via Prototyping
Ronilo Ragodos · Tong Wang · Qihang Lin · Xun Zhou
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #611
On the Generalizability and Predictability of Recommender Systems
Duncan McElfresh · Sujay Khandagale · Jonathan Valverde · John Dickerson · Colin White
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #610
Adversarial Unlearning: Reducing Confidence Along Adversarial Directions
Amrith Setlur · Benjamin Eysenbach · Virginia Smith · Sergey Levine
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #609
Neurosymbolic Deep Generative Models for Sequence Data with Relational Constraints
Halley Young · Maxwell Du · Osbert Bastani
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #608
Memory Efficient Continual Learning with Transformers
Beyza Ermis · Giovanni Zappella · Martin Wistuba · Aditya Rawal · Cedric Archambeau
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #607
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators
Kelsey Allen · Tatiana Lopez-Guevara · Kimberly Stachenfeld · Alvaro Sanchez Gonzalez · Peter Battaglia · Jessica Hamrick · Tobias Pfaff
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #606
Cross-modal Learning for Image-Guided Point Cloud Shape Completion
Emanuele Aiello · Diego Valsesia · Enrico Magli
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #605
Beyond Mahalanobis Distance for Textual OOD Detection
Pierre Colombo · Eduardo Dadalto · Guillaume Staerman · Nathan Noiry · Pablo Piantanida
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #604
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network
Keyu Yan · Man Zhou · Jie Huang · Feng Zhao · Chengjun Xie · Chongyi Li · Danfeng Hong
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #603
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
Yongtao Wu · Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #602
Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems
Pouria Mahdavinia · Yuyang Deng · Haochuan Li · Mehrdad Mahdavi
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #701
Look More but Care Less in Video Recognition
Yitian Zhang · Yue Bai · Huan Wang · Yi Xu · Yun Fu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #702
Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation
Peihao Chen · Dongyu Ji · Kunyang Lin · Runhao Zeng · Thomas Li · Mingkui Tan · Chuang Gan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #703
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction
Bencheng Yan · Pengjie Wang · Kai Zhang · Feng Li · Hongbo Deng · Jian Xu · Bo Zheng
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #704
Rethinking the Reverse-engineering of Trojan Triggers
Zhenting Wang · Kai Mei · Hailun Ding · Juan Zhai · Shiqing Ma
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #705
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning
Zixin Wen · Yuanzhi Li
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #706
Exploring evolution-aware & -free protein language models as protein function predictors
Mingyang Hu · Fajie Yuan · Kevin Yang · Fusong Ju · Jin Su · Hui Wang · Fei Yang · Qiuyang Ding
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #707
M$^4$I: Multi-modal Models Membership Inference
Pingyi Hu · Zihan Wang · Ruoxi Sun · Hu Wang · Minhui Xue
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #708
Deep Model Reassembly
Xingyi Yang · Daquan Zhou · Songhua Liu · Jingwen Ye · Xinchao Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #709
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering
An Zhang · Wenchang Ma · Xiang Wang · Tat-Seng Chua
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #710
Stochastic Multiple Target Sampling Gradient Descent
Hoang Phan · Ngoc Tran · Trung Le · Toan Tran · Nhat Ho · Dinh Phung
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #711
Probable Domain Generalization via Quantile Risk Minimization
Cian Eastwood · Alexander Robey · Shashank Singh · Julius von Kügelgen · Hamed Hassani · George J. Pappas · Bernhard Schölkopf
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #712
Fair and Optimal Decision Trees: A Dynamic Programming Approach
Jacobus van der Linden · Mathijs de Weerdt · Emir Demirović
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #713
An Information-Theoretic Framework for Deep Learning
Hong Jun Jeon · Benjamin Van Roy
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #714
Learning Tractable Probabilistic Models from Inconsistent Local Estimates
Shasha Jin · Vasundhara Komaragiri · Tahrima Rahman · Vibhav Gogate
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #715
Domain Adaptation meets Individual Fairness. And they get along.
Debarghya Mukherjee · Felix Petersen · Mikhail Yurochkin · Yuekai Sun
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #716
Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms
Surbhi Goel · Sham Kakade · Adam Kalai · Cyril Zhang
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #717
Interventions, Where and How? Experimental Design for Causal Models at Scale
Panagiotis Tigas · Yashas Annadani · Andrew Jesson · Bernhard Schölkopf · Yarin Gal · Stefan Bauer
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #718
On A Mallows-type Model For (Ranked) Choices
Yifan Feng · Yuxuan Tang
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #719
Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains
Nicolai Engelmann · Heinz Koeppl
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #720
Regret Bounds for Risk-Sensitive Reinforcement Learning
Osbert Bastani · Jason Yecheng Ma · Estelle Shen · Wanqiao Xu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #722
Rate-Optimal Online Convex Optimization in Adaptive Linear Control
Asaf Benjamin Cassel · Alon Peled-Cohen · Tomer Koren
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #723
Zonotope Domains for Lagrangian Neural Network Verification
Matt Jordan · Jonathan Hayase · Alex Dimakis · Sewoong Oh
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #724
Generalizing Bayesian Optimization with Decision-theoretic Entropies
Willie Neiswanger · Lantao Yu · Shengjia Zhao · Chenlin Meng · Stefano Ermon
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #725
Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games
Sihan Zeng · Thinh Doan · Justin Romberg
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #726
Wasserstein Logistic Regression with Mixed Features
Aras Selvi · Mohammad Reza Belbasi · Martin Haugh · Wolfram Wiesemann
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #727
The Role of Baselines in Policy Gradient Optimization
Jincheng Mei · Wesley Chung · Valentin Thomas · Bo Dai · Csaba Szepesvari · Dale Schuurmans
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #728
Active Learning Polynomial Threshold Functions
Omri Ben-Eliezer · Max Hopkins · Chutong Yang · Hantao Yu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #729
Quantile Constrained Reinforcement Learning: A Reinforcement Learning Framework Constraining Outage Probability
Whiyoung Jung · Myungsik Cho · Jongeui Park · Youngchul Sung
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #730
Generalised Implicit Neural Representations
Daniele Grattarola · Pierre Vandergheynst
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #731
Score-Based Generative Models Detect Manifolds
Jakiw Pidstrigach
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #732
Mixture-of-Experts with Expert Choice Routing
Yanqi Zhou · Tao Lei · Hanxiao Liu · Nan Du · Yanping Huang · Vincent Zhao · Andrew Dai · zhifeng Chen · Quoc V Le · James Laudon
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #734
Coresets for Relational Data and The Applications
Jiaxiang Chen · Qingyuan Yang · Ruomin Huang · Hu Ding
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #735
Factored Adaptation for Non-Stationary Reinforcement Learning
Fan Feng · Biwei Huang · Kun Zhang · Sara Magliacane
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #736
Counterfactual harm
Jonathan Richens · Rory Beard · Daniel H. Thompson
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #737
Addressing Leakage in Concept Bottleneck Models
Marton Havasi · Sonali Parbhoo · Finale Doshi-Velez
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #738
Compositional generalization through abstract representations in human and artificial neural networks
Takuya Ito · Tim Klinger · Doug Schultz · John Murray · Michael Cole · Mattia Rigotti
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #739
Efficient coding, channel capacity, and the emergence of retinal mosaics
Na Young Jun · Greg Field · John Pearson
[ Poster [ OpenReview [ Topia
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #740
Learning in Congestion Games with Bandit Feedback
Qiwen Cui · Zhihan Xiong · Maryam Fazel · Simon Du
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #741
Optimal Weak to Strong Learning
Kasper Green Larsen · Martin Ritzert
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #842
Log-Linear-Time Gaussian Processes Using Binary Tree Kernels
Michael K. Cohen · Samuel Daulton · Michael A Osborne
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #841
Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality
Ilyas Fatkhullin · Jalal Etesami · Niao He · Negar Kiyavash
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #840
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers
Saikiran Bulusu · Geethu Joseph · M. Cenk Gursoy · Pramod Varshney
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #839
Instance-optimal PAC Algorithms for Contextual Bandits
Zhaoqi Li · Lillian Ratliff · houssam nassif · Kevin Jamieson · Lalit Jain
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #838
Learning the Structure of Large Networked Systems Obeying Conservation Laws
Anirudh Rayas · Rajasekhar Anguluri · Gautam Dasarathy
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #837
Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity
Ron Fisher · Dan Garber
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #836
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP
Fan Chen · Junyu Zhang · Zaiwen Wen
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #835
The alignment property of SGD noise and how it helps select flat minima: A stability analysis
Lei Wu · Mingze Wang · Weijie Su
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #834
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited
Nils M. Kriege
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #833
Polynomial-Time Optimal Equilibria with a Mediator in Extensive-Form Games
Brian Zhang · Tuomas Sandholm
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #831
An $\alpha$-regret analysis of Adversarial Bilateral Trade
Yossi Azar · Amos Fiat · Federico Fusco
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #830
Algorithms and Hardness for Learning Linear Thresholds from Label Proportions
Rishi Saket
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #829
Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
Sally Dong · Haotian Jiang · Yin Tat Lee · Swati Padmanabhan · Guanghao Ye
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #828
Optimal Query Complexities for Dynamic Trace Estimation
David Woodruff · Fred Zhang · Richard Zhang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #827
On Scalable Testing of Samplers
Yash Pote · Kuldeep S Meel
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #826
Private Isotonic Regression
Badih Ghazi · Pritish Kamath · Ravi Kumar · Pasin Manurangsi
[ Poster [ OpenReview [ Topia
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #825
Neural Network Architecture Beyond Width and Depth
Shijun Zhang · Zuowei Shen · Haizhao Yang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #824
Faster and Scalable Algorithms for Densest Subgraph and Decomposition
Elfarouk Harb · Kent Quanrud · Chandra Chekuri
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #823
Differentially Private Covariance Revisited
Wei Dong · Yuting Liang · Ke Yi
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #822
A Fourier Approach to Mixture Learning
Mingda Qiao · Guru Guruganesh · Ankit Rawat · Kumar Avinava Dubey · Manzil Zaheer
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #821
On Non-Linear operators for Geometric Deep Learning
Grégoire Sergeant-Perthuis · Jakob Maier · Joan Bruna · Edouard Oyallon
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #820
Linear Label Ranking with Bounded Noise
Dimitris Fotakis · Alkis Kalavasis · Vasilis Kontonis · Christos Tzamos
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #819
Estimation of Entropy in Constant Space with Improved Sample Complexity
Maryam Aliakbarpour · Andrew McGregor · Jelani Nelson · Erik Waingarten
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #818
Efficient Sampling on Riemannian Manifolds via Langevin MCMC
Xiang Cheng · Jingzhao Zhang · Suvrit Sra
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #817
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Tiancheng Jin · Tal Lancewicki · Haipeng Luo · Yishay Mansour · Aviv Rosenberg
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #816
Understanding Deep Neural Function Approximation in Reinforcement Learning via $\epsilon$-Greedy Exploration
Fanghui Liu · Luca Viano · Volkan Cevher
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #815
Communication-efficient distributed eigenspace estimation with arbitrary node failures
Vasileios Charisopoulos · Anil Damle
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #814
Implicit Bias of Gradient Descent on Reparametrized Models: On Equivalence to Mirror Descent
Zhiyuan Li · Tianhao Wang · Jason Lee · Sanjeev Arora
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #813
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error
Yuqin Yang · AmirEmad Ghassami · Mohamed Nafea · Negar Kiyavash · Kun Zhang · Ilya Shpitser
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #812
Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy
Jordan Awan · Jinshuo Dong
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #811
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling
Rémi Leluc · François Portier · Johan Segers · Aigerim Zhuman
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #810
Decision Trees with Short Explainable Rules
Victor Feitosa Souza · Ferdinando Cicalese · Eduardo Laber · Marco Molinaro
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #809
Task-level Differentially Private Meta Learning
Xinyu Zhou · Raef Bassily
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #808
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
William de Vazelhes · Hualin Zhang · Huimin Wu · Xiaotong Yuan · Bin Gu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #807
Robust Imitation via Mirror Descent Inverse Reinforcement Learning
Dong-Sig Han · Hyunseo Kim · Hyundo Lee · JeHwan Ryu · Byoung-Tak Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #806
Learning Partial Equivariances From Data
David W. Romero · Suhas Lohit
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #805
Exploitability Minimization in Games and Beyond
Denizalp Goktas · Amy Greenwald
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #804
Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate
Zhuoqing Song · Weijian Li · Kexin Jin · Lei Shi · Ming Yan · Wotao Yin · Kun Yuan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #803
Hardness in Markov Decision Processes: Theory and Practice
Michelangelo Conserva · Paulo Rauber
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #802
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
Jasmin Brandt · Viktor Bengs · Björn Haddenhorst · Eyke Hüllermeier
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #801
Decoupled Context Processing for Context Augmented Language Modeling
Zonglin Li · Ruiqi Guo · Sanjiv Kumar
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #800
PerfectDou: Dominating DouDizhu with Perfect Information Distillation
Guan Yang · Minghuan Liu · Weijun Hong · Weinan Zhang · Fei Fang · Guangjun Zeng · Yue Lin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #900
Neural Transmitted Radiance Fields
Chengxuan Zhu · Renjie Wan · Boxin Shi
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #901
Self-Supervised Pretraining for Large-Scale Point Clouds
Zaiwei Zhang · Min Bai · Erran Li Li
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #902
GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
Yushi Cao · Zhiming Li · Tianpei Yang · Hao Zhang · YAN ZHENG · Yi Li · Jianye Hao · Yang Liu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #903
Streaming Radiance Fields for 3D Video Synthesis
Lingzhi LI · Zhen Shen · Zhongshu Wang · Li Shen · Ping Tan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #904
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields
Ilyes Batatia · David P Kovacs · Gregor Simm · Christoph Ortner · Gabor Csanyi
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #905
Analyzing Data-Centric Properties for Graph Contrastive Learning
Puja Trivedi · Ekdeep S Lubana · Mark Heimann · Danai Koutra · Jayaraman Thiagarajan
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #906
On the Limitations of Stochastic Pre-processing Defenses
Yue Gao · I Shumailov · Kassem Fawaz · Nicolas Papernot
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #907
Hedging as Reward Augmentation in Probabilistic Graphical Models
Debarun Bhattacharjya · Radu Marinescu
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #908
Riemannian Score-Based Generative Modelling
Valentin De Bortoli · Emile Mathieu · Michael Hutchinson · James Thornton · Yee Whye Teh · Arnaud Doucet
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #909
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
Amnon Geifman · Meirav Galun · David Jacobs · Basri Ronen
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #910
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning
Harikrishnan N B · Aditi Kathpalia · Nithin Nagaraj
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #911
Exploring through Random Curiosity with General Value Functions
Aditya Ramesh · Louis Kirsch · Sjoerd van Steenkiste · Jürgen Schmidhuber
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #912
Masked Autoencoders that Listen
Po-Yao Huang · Hu Xu · Juncheng Li · Alexei Baevski · Michael Auli · Wojciech Galuba · Florian Metze · Christoph Feichtenhofer
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #913
Sharing Knowledge for Meta-learning with Feature Descriptions
Tomoharu Iwata · Atsutoshi Kumagai
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #914
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective
Yihong Chen · Pushkar Mishra · Luca Franceschi · Pasquale Minervini · Pontus Lars Erik Saito Stenetorp · Sebastian Riedel
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #915
New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound
Arushi Gupta · Nikunj Saunshi · Dingli Yu · Kaifeng Lyu · Sanjeev Arora
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #916
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning
Joseph Early · Tom Bewley · Christine Evers · Sarvapali Ramchurn
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #917
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Tri Dao · Dan Fu · Stefano Ermon · Atri Rudra · Christopher Ré
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #918
Conditional Diffusion Process for Inverse Halftoning
Hao Jiang · Yadong Mu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #919
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
Zijie Zhang · Yang Zhou · Xin Zhao · Tianshi Che · Lingjuan Lyu
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #920
Training language models to follow instructions with human feedback
Long Ouyang · Jeffrey Wu · Xu Jiang · Diogo Almeida · Carroll Wainwright · Pamela Mishkin · Chong Zhang · Sandhini Agarwal · Katarina Slama · Alex Ray · John Schulman · Jacob Hilton · Fraser Kelton · Luke Miller · Maddie Simens · Amanda Askell · Peter Welinder · Paul Christiano · Jan Leike · Ryan Lowe
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #921
Learning to Accelerate Partial Differential Equations via Latent Global Evolution
Tailin Wu · Takashi Maruyama · Jure Leskovec
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #922
Robust $\phi$-Divergence MDPs
Chin Pang Ho · Marek Petrik · Wolfram Wiesemann
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #923
Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression
Jason Yecheng Ma · Jason Yan · Dinesh Jayaraman · Osbert Bastani
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #924
Translation-equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors
Wenhao Zhang · Ying Nian Wu · Si Wu
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #925
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning
Yujia Xie · Luowei Zhou · Xiyang Dai · Lu Yuan · Nguyen Bach · Ce Liu · Michael Zeng
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #926
Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation
Moitreya Chatterjee · Narendra Ahuja · Anoop Cherian
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #927
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL
Rihab Gorsane · Omayma Mahjoub · Ruan John de Kock · Roland Dubb · Siddarth Singh · Arnu Pretorius
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #928
Mismatched No More: Joint Model-Policy Optimization for Model-Based RL
Benjamin Eysenbach · Alexander Khazatsky · Sergey Levine · Russ Salakhutdinov
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #929
Continual Learning with Evolving Class Ontologies
Zhiqiu Lin · Deepak Pathak · Yu-Xiong Wang · Deva Ramanan · Shu Kong
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #930
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics
Afonso S Bandeira · Ahmed El Alaoui · Samuel Hopkins · Tselil Schramm · Alexander S Wein · Ilias Zadik
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #931
Conformalized Fairness via Quantile Regression
Meichen Liu · Lei Ding · Dengdeng Yu · Wulong Liu · Linglong Kong · Bei Jiang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #932
Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules
Kazuki Irie · Francesco Faccio · Jürgen Schmidhuber
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #933
An Analysis of Ensemble Sampling
Chao Qin · Zheng Wen · Xiuyuan Lu · Benjamin Van Roy
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #934
Resolving the data ambiguity for periodic crystals
Daniel Widdowson · Vitaliy Kurlin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #935
Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables
Yi-Shan Wu · Yevgeny Seldin
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #936
On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory
Yang Hu · Adam Wierman · Guannan Qu
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #937
On the convergence of policy gradient methods to Nash equilibria in general stochastic games
Angeliki Giannou · Kyriakos Lotidis · Panayotis Mertikopoulos · Emmanouil-Vasileios Vlatakis-Gkaragkounis
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #938
Certifying Some Distributional Fairness with Subpopulation Decomposition
Mintong Kang · Linyi Li · Maurice Weber · Yang Liu · Ce Zhang · Bo Li
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #939
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks
Jianchuan Ding · Bo Dong · Felix Heide · Yufei Ding · Yunduo Zhou · Baocai Yin · Xin Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #940
Precise Learning Curves and Higher-Order Scalings for Dot-product Kernel Regression
Lechao Xiao · Hong Hu · Theodor Misiakiewicz · Yue Lu · Jeffrey Pennington
[ Slides [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #941
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees
Wenying Deng · Beau Coker · Rajarshi Mukherjee · Jeremiah Liu · Brent Coull
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #942
Sketching based Representations for Robust Image Classification with Provable Guarantees
Nishanth Dikkala · Sankeerth Rao Karingula · Raghu Meka · Jelani Nelson · Rina Panigrahy · Xin Wang
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1042
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning
shaohui peng · Xing Hu · Rui Zhang · Ke Tang · Jiaming Guo · Qi Yi · Ruizhi Chen · xishan zhang · Zidong Du · Ling Li · Qi Guo · Yunji Chen
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1041
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
Zhenhailong Wang · Manling Li · Ruochen Xu · Luowei Zhou · Jie Lei · Xudong Lin · Shuohang Wang · Ziyi Yang · Chenguang Zhu · Derek Hoiem · Shih-Fu Chang · Mohit Bansal · Heng Ji
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1040
Foundation Posteriors for Approximate Probabilistic Inference
Mike Wu · Noah Goodman
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1039
Unsupervised Image-to-Image Translation with Density Changing Regularization
Shaoan Xie · Qirong Ho · Kun Zhang
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1038
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
Murad Tukan · Loay Mualem · Alaa Maalouf
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1037
Overparameterization from Computational Constraints
Sanjam Garg · Somesh Jha · Saeed Mahloujifar · Mohammad Mahmoody · Mingyuan Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1036
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets
Yifei Min · Tianhao Wang · Ruitu Xu · Zhaoran Wang · Michael Jordan · Zhuoran Yang
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1035
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
JoonHo Jang · Byeonghu Na · Dong Hyeok Shin · Mingi Ji · Kyungwoo Song · Il-chul Moon
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1034
Giga-scale Kernel Matrix-Vector Multiplication on GPU
Robert Hu · Siu Lun Chau · Dino Sejdinovic · Joan Glaunès
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1033
USB: A Unified Semi-supervised Learning Benchmark for Classification
Yidong Wang · Hao Chen · Yue Fan · Wang SUN · Ran Tao · Wenxin Hou · Renjie Wang · Linyi Yang · Zhi Zhou · Lan-Zhe Guo · Heli Qi · Zhen Wu · Yu-Feng Li · Satoshi Nakamura · Wei Ye · Marios Savvides · Bhiksha Raj · Takahiro Shinozaki · Bernt Schiele · Jindong Wang · Xing Xie · Yue Zhang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1032
DC-BENCH: Dataset Condensation Benchmark
Justin CUI · Ruochen Wang · Si Si · Cho-Jui Hsieh
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1031
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
Jean Ogier du Terrail · Samy-Safwan Ayed · Edwige Cyffers · Felix Grimberg · Chaoyang He · Regis Loeb · Paul Mangold · Tanguy Marchand · Othmane Marfoq · Erum Mushtaq · Boris Muzellec · Constantin Philippenko · Santiago Silva · Maria Teleńczuk · Shadi Albarqouni · Salman Avestimehr · Aurélien Bellet · Aymeric Dieuleveut · Martin Jaggi · Sai Praneeth Karimireddy · Marco Lorenzi · Giovanni Neglia · Marc Tommasi · Mathieu Andreux
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1030
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
Arjun Krishnakumar · Colin White · Arber Zela · Renbo Tu · Mahmoud Safari · Frank Hutter
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1029
PROSPECT: Labeled Tandem Mass Spectrometry Dataset for Machine Learning in Proteomics
Omar Shouman · Wassim Gabriel · Victor-George Giurcoiu · Vitor Sternlicht · Mathias Wilhelm
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1028
FLAIR: Federated Learning Annotated Image Repository
Congzheng Song · Filip Granqvist · Kunal Talwar
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1027
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games
Chao Yu · Akash Velu · Eugene Vinitsky · Jiaxuan Gao · Yu Wang · Alexandre Bayen · YI WU
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1026
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild
Chirag Raman · Jose Vargas Quiros · Stephanie Tan · Ashraful Islam · Ekin Gedik · Hayley Hung
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1025
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing
Zelun Luo · Zane Durante · Linden Li · Wanze Xie · Ruochen Liu · Emily Jin · Zhuoyi Huang · Lun Yu Li · Jiajun Wu · Juan Carlos Niebles · Ehsan Adeli · Fei-Fei Li
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1024
Touch and Go: Learning from Human-Collected Vision and Touch
Fengyu Yang · Chenyang Ma · Jiacheng Zhang · Jing Zhu · Wenzhen Yuan · Andrew Owens
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1023
A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets
Miri Zilka · Bradley Butcher · Adrian Weller
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1022
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control
Xuehai Pan · Mickel Liu · Fangwei Zhong · Yaodong Yang · Song-Chun Zhu · Yizhou Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1021
How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios
Mantas Mazeika · Eric Tang · Andy Zou · Steven Basart · Jun Shern Chan · Dawn Song · David Forsyth · Jacob Steinhardt · Dan Hendrycks
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1020
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control
Nolan Wagener · Andrey Kolobov · Felipe Vieira Frujeri · Ricky Loynd · Ching-An Cheng · Matthew Hausknecht
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1019
OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
Cheng Jiang · Asadur Chowdury · Xinhai Hou · Akhil Kondepudi · Christian Freudiger · Kyle Conway · Sandra Camelo-Piragua · Daniel Orringer · Honglak Lee · Todd Hollon
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1018
DDXPlus: A New Dataset For Automatic Medical Diagnosis
Arsene Fansi Tchango · Rishab Goel · Zhi Wen · Julien Martel · Joumana Ghosn
[ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1017
ViSioNS: Visual Search in Natural Scenes Benchmark
Fermín Travi · Gonzalo Ruarte · Gaston Bujia · Juan Esteban Kamienkowski
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1016
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning
Rong-Jun Qin · Xingyuan Zhang · Songyi Gao · Xiong-Hui Chen · Zewen Li · Weinan Zhang · Yang Yu
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1015
Finding Naturally Occurring Physical Backdoors in Image Datasets
Emily Wenger · Roma Bhattacharjee · Arjun Nitin Bhagoji · Josephine Passananti · Emilio Andere · Heather Zheng · Ben Zhao
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1014
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions
Florent Bonnet · Jocelyn Mazari · Paola Cinnella · Patrick Gallinari
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1013
OpenXAI: Towards a Transparent Evaluation of Model Explanations
Chirag Agarwal · Satyapriya Krishna · Eshika Saxena · Martin Pawelczyk · Nari Johnson · Isha Puri · Marinka Zitnik · Himabindu Lakkaraju
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1012
LAION-5B: An open large-scale dataset for training next generation image-text models
Christoph Schuhmann · Romain Beaumont · Richard Vencu · Cade Gordon · Ross Wightman · Mehdi Cherti · Theo Coombes · Aarush Katta · Clayton Mullis · Mitchell Wortsman · Patrick Schramowski · Srivatsa Kundurthy · Katherine Crowson · Ludwig Schmidt · Robert Kaczmarczyk · Jenia Jitsev
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1011
OccGen: Selection of Real-world Multilingual Parallel Data Balanced in Gender within Occupations
Marta Costa-jussà · Christine Basta · Oriol Domingo · André Rubungo
[ Poster [ OpenReview
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1010
Fairness-Aware PAC Learning from Corrupted Data
Nikola Konstantinov · Christoph Lampert
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1009
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
Ali Eshragh · Fred Roosta · Asef Nazari · Michael Mahoney
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1008
Multi-Agent Multi-Armed Bandits with Limited Communication
Mridul Agarwal · Vaneet Aggarwal · Kamyar Azizzadenesheli
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1006
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
Yoav S Freund · Yi-An Ma · Tong Zhang
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1005
[Re] Nondeterminism and Instability in Neural Network Optimization
Waqas Ahmed · Sheeba Samuel
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1004
[Re] Replication Study of "Fairness and Bias in Online Selection"
Roxana-Maria Petcu · Pim Praat · Jeroen Wijnen · Manolis Rerres
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1003
[Re] Reproduction and Extension of "Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation"
Erica Eaton · Pirouz Naghavi
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1002
[Re] Learning to count everything
Maša Kljun · Matija Teršek · Domen Vreš