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Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #243
Single Model Uncertainty Estimation via Stochastic Data Centering
Jayaraman Thiagarajan · Rushil Anirudh · Vivek Sivaraman Narayanaswamy · Timo Bremer
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1002
Learning Operators with Coupled Attention
Georgios Kissas · Jacob Seidman · Leonardo Ferreira Guilhoto · Victor M. Preciado · George J. Pappas · Paris Perdikaris
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #101
A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity
Seo Taek Kong · Soomin Jeon · Dongbin Na · Jaewon Lee · Hong-Seok Lee · Kyu-Hwan Jung
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #103
Retaining Knowledge for Learning with Dynamic Definition
Zichang Liu · Benjamin Coleman · Tianyi Zhang · Anshumali Shrivastava
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #105
Amortized Inference for Causal Structure Learning
Lars Lorch · Scott Sussex · Jonas Rothfuss · Andreas Krause · Bernhard Schölkopf
[ Poster [ OpenReview [ Topia
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #107
Multi-Game Decision Transformers
Kuang-Huei Lee · Ofir Nachum · Mengjiao (Sherry) Yang · Lisa Lee · Daniel Freeman · Sergio Guadarrama · Ian Fischer · Winnie Xu · Eric Jang · Henryk Michalewski · Igor Mordatch
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #108
NS3: Neuro-symbolic Semantic Code Search
Shushan Arakelyan · Anna Hakhverdyan · Miltiadis Allamanis · Luis Garcia · Christophe Hauser · Xiang Ren
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #109
NeMF: Neural Motion Fields for Kinematic Animation
Chengan He · Jun Saito · James Zachary · Holly Rushmeier · Yi Zhou
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #110
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics
Lianhui Qin · Sean Welleck · Daniel Khashabi · Yejin Choi
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #111
Towards Safe Reinforcement Learning with a Safety Editor Policy
Haonan Yu · Wei Xu · Haichao Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #112
A Solver-free Framework for Scalable Learning in Neural ILP Architectures
Yatin Nandwani · Rishabh Ranjan · - Mausam · Parag Singla
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #113
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers
Wanqian Yang · Polina Kirichenko · Micah Goldblum · Andrew Wilson
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #114
Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
Yang Ni
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #115
Concrete Score Matching: Generalized Score Matching for Discrete Data
Chenlin Meng · Kristy Choi · Jiaming Song · Stefano Ermon
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #116
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks
Frank Nussbaum · Jakob Gawlikowski · Julia Niebling
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #117
NOMAD: Nonlinear Manifold Decoders for Operator Learning
Jacob Seidman · Georgios Kissas · Paris Perdikaris · George J. Pappas
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #118
Modeling Human Exploration Through Resource-Rational Reinforcement Learning
Marcel Binz · Eric Schulz
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #119
Hierarchical classification at multiple operating points
Jack Valmadre
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #120
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees
Jonathan Brophy · Daniel Lowd
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #121
Sparsity in Continuous-Depth Neural Networks
Hananeh Aliee · Till Richter · Mikhail Solonin · Ignacio Ibarra · Fabian Theis · Niki Kilbertus
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #122
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning
Elias Frantar · Dan Alistarh
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #123
Diagonal State Spaces are as Effective as Structured State Spaces
Ankit Gupta · Albert Gu · Jonathan Berant
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #124
UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes
Alexander Kolesnikov · André Susano Pinto · Lucas Beyer · Xiaohua Zhai · Jeremiah Harmsen · Neil Houlsby
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #125
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
Gautam Singh · Yi-Fu Wu · Sungjin Ahn
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #126
Cluster and Aggregate: Face Recognition with Large Probe Set
Minchul Kim · Feng Liu · Anil K Jain · Xiaoming Liu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #127
Reinforcement Learning with Automated Auxiliary Loss Search
Tairan He · Yuge Zhang · Kan Ren · Minghuan Liu · Che Wang · Weinan Zhang · Yuqing Yang · Dongsheng Li
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #128
Distribution-Informed Neural Networks for Domain Adaptation Regression
Jun Wu · Jingrui He · Sheng Wang · Kaiyu Guan · Elizabeth Ainsworth
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #129
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?
Xiang Li · Jinghuan Shang · Srijan Das · Michael Ryoo
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #130
Association Graph Learning for Multi-Task Classification with Category Shifts
Jiayi Shen · Zehao Xiao · Xiantong Zhen · Cees Snoek · Marcel Worring
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #131
Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition
Shuai Jia · Bangjie Yin · Taiping Yao · Shouhong Ding · Chunhua Shen · Xiaokang Yang · Chao Ma
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #133
OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training
Liang Chen · Yong Zhang · Yibing Song · Jue Wang · Lingqiao Liu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #134
Grow and Merge: A Unified Framework for Continuous Categories Discovery
Xinwei Zhang · Jianwen Jiang · Yutong Feng · Zhi-Fan Wu · Xibin Zhao · Hai Wan · Mingqian Tang · Rong Jin · Yue Gao
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #135
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution
Khai Nguyen · Nhat Ho
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #136
Meta-Complementing the Semantics of Short Texts in Neural Topic Models
Delvin Ce Zhang · Hady Lauw
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #137
Learning Equivariant Segmentation with Instance-Unique Querying
Wenguan Wang · James Liang · Dongfang Liu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #138
DivBO: Diversity-aware CASH for Ensemble Learning
Yu Shen · Yupeng Lu · Yang Li · Yaofeng Tu · Wentao Zhang · Bin CUI
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #139
Towards Efficient Post-training Quantization of Pre-trained Language Models
Haoli Bai · Lu Hou · Lifeng Shang · Xin Jiang · Irwin King · Michael R Lyu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #140
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
Samiul Alam · Luyang Liu · Ming Yan · Mi Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #141
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders
Qi Zhang · Yifei Wang · Yisen Wang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #142
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
Byoungjip Kim · Sungik Choi · Dasol Hwang · Moontae Lee · Honglak Lee
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #242
A Neural Corpus Indexer for Document Retrieval
Yujing Wang · Yingyan Hou · Haonan Wang · Ziming Miao · Shibin Wu · Hao Sun · Qi Chen · Yuqing Xia · Chengmin Chi · Guoshuai Zhao · Zheng Liu · Xing Xie · Hao Sun · Weiwei Deng · Qi Zhang · Mao Yang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #241
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
Muhammad Ferjad Naeem · Yongqin Xian · Luc V Gool · Federico Tombari
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #240
ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis
Jinzhi Zhang · Ruofan Tang · Zheng Cao · Jing Xiao · Ruqi Huang · LU FANG
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #239
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts
Tao Zhong · Zhixiang Chi · Li Gu · Yang Wang · Yuanhao Yu · Jin Tang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #238
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
Ximeng Sun · Ping Hu · Kate Saenko
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #237
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
Saeid Asgari · Aliasghar Khani · Fereshte Khani · Ali Gholami · Linh Tran · Ali Mahdavi Amiri · Ghassan Hamarneh
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #236
Neuron with Steady Response Leads to Better Generalization
Qiang Fu · Lun Du · Haitao Mao · Xu Chen · Wei Fang · Shi Han · Dongmei Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #235
Invariance Learning based on Label Hierarchy
Shoji Toyota · Kenji Fukumizu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #234
Bidirectional Learning for Offline Infinite-width Model-based Optimization
Can Chen · Yingxueff Zhang · Jie Fu · Xue (Steve) Liu · Mark Coates
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #233
Energy-Based Contrastive Learning of Visual Representations
Beomsu Kim · Jong Chul Ye
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #232
FR: Folded Rationalization with a Unified Encoder
Wei Liu · Haozhao Wang · Jun Wang · Ruixuan Li · Chao Yue · YuanKai Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #231
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
Dongkuan (DK) Xu · Subhabrata Mukherjee · Xiaodong Liu · Debadeepta Dey · Wenhui Wang · Xiang Zhang · Ahmed Awadallah · Jianfeng Gao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #230
Unsupervised Adaptation from Repeated Traversals for Autonomous Driving
Yurong You · Cheng Perng Phoo · Katie Luo · Travis Zhang · Wei-Lun Chao · Bharath Hariharan · Mark Campbell · Kilian Weinberger
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #229
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)
Ali Seyfi · Jean-Francois Rajotte · Raymond Ng
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #228
Unsupervised Learning of Equivariant Structure from Sequences
Takeru Miyato · Masanori Koyama · Kenji Fukumizu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #227
An Analytical Theory of Curriculum Learning in Teacher-Student Networks
Luca Saglietti · Stefano Mannelli · Andrew Saxe
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #226
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting
Alex Ororbia · Ankur Mali · C Lee Giles · Daniel Kifer
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #225
MAgNet: Mesh Agnostic Neural PDE Solver
Oussama Boussif · Yoshua Bengio · Loubna Benabbou · Dan Assouline
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #224
Iterative Structural Inference of Directed Graphs
Aoran Wang · Jun Pang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #223
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning
Wenhao Ding · Haohong Lin · Bo Li · DING ZHAO
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #222
A Unifying Framework of Off-Policy General Value Function Evaluation
Tengyu Xu · Zhuoran Yang · Zhaoran Wang · Yingbin Liang
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #221
Langevin Autoencoders for Learning Deep Latent Variable Models
Shohei Taniguchi · Yusuke Iwasawa · Wataru Kumagai · Yutaka Matsuo
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #220
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
Leonid Iosipoi · Anton Vakhrushev
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #219
Your Transformer May Not be as Powerful as You Expect
Shengjie Luo · Shanda Li · Shuxin Zheng · Tie-Yan Liu · Liwei Wang · Di He
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #218
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy
Yemin Yu · Ying Wei · Kun Kuang · Zhengxing Huang · Huaxiu Yao · Fei Wu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #217
High-Order Pooling for Graph Neural Networks with Tensor Decomposition
Chenqing Hua · Guillaume Rabusseau · Jian Tang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #216
TreeMoCo: Contrastive Neuron Morphology Representation Learning
Hanbo Chen · Jiawei Yang · Daniel Iascone · Lijuan Liu · Lei He · Hanchuan Peng · Jianhua Yao
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #215
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos
Gamaleldin Elsayed · Aravindh Mahendran · Sjoerd van Steenkiste · Klaus Greff · Michael Mozer · Thomas Kipf
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #214
TVLT: Textless Vision-Language Transformer
Zineng Tang · Jaemin Cho · Yixin Nie · Mohit Bansal
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #213
Molecule Generation by Principal Subgraph Mining and Assembling
Xiangzhe Kong · Wenbing Huang · Zhixing Tan · Yang Liu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #212
AttCAT: Explaining Transformers via Attentive Class Activation Tokens
Yao Qiang · Deng Pan · Chengyin Li · Xin Li · Rhongho Jang · Dongxiao Zhu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #211
Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation
Hyeokjun Kweon · Kuk-Jin Yoon
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #210
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling
Kaitao Song · Yichong Leng · Xu Tan · Yicheng Zou · Tao Qin · Dongsheng Li
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #209
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation
Jinlong Li · Zequn Jie · Xu Wang · Xiaolin Wei · Lin Ma
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #208
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
YIZHEN ZHENG · Shirui Pan · Vincent CS Lee · Yu Zheng · Philip S Yu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #207
Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems
Jiaqi Yang · De-Chuan Zhan
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #206
Phase Transition from Clean Training to Adversarial Training
Yue Xing · Qifan Song · Guang Cheng
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #205
On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses
Anshuman Chhabra · Ashwin Sekhari · Prasant Mohapatra
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #204
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks
Tuan Dinh · Yuchen Zeng · Ruisu Zhang · Ziqian Lin · Michael Gira · Shashank Rajput · Jy-yong Sohn · Dimitris Papailiopoulos · Kangwook Lee
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #203
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
Zifan Shi · Yinghao Xu · Yujun Shen · Deli Zhao · Qifeng Chen · Dit-Yan Yeung
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #202
Watermarking for Out-of-distribution Detection
Qizhou Wang · Feng Liu · Yonggang Zhang · Jing Zhang · Chen Gong · Tongliang Liu · Bo Han
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #201
Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs
Ming Jin · Yuan-Fang Li · Shirui Pan
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #200
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model
Sidi Lu · Tao Meng · Nanyun Peng
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #300
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks
Paolo Muratore · Sina Tafazoli · Eugenio Piasini · Alessandro Laio · Davide Zoccolan
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #302
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
Amit Dhurandhar · Karthikeyan Natesan Ramamurthy · Karthikeyan Shanmugam
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #303
Recruitment Strategies That Take a Chance
Gregory Kehne · Ariel Procaccia · Jingyan Wang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #304
Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces
Mojmir Mutny · Andreas Krause
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #305
Physics-Informed Implicit Representations of Equilibrium Network Flows
Kevin D. Smith · Francesco Seccamonte · Ananthram Swami · Francesco Bullo
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #306
Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings
Dongxu Zhang · Michael Boratko · Cameron Musco · Andrew McCallum
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #307
Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints
Xinmeng Huang · Donghwan Lee · Edgar Dobriban · Hamed Hassani
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #308
A Boosting Approach to Reinforcement Learning
Nataly Brukhim · Elad Hazan · Karan Singh
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #309
Active Learning with Neural Networks: Insights from Nonparametric Statistics
Yinglun Zhu · Robert Nowak
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #310
Optimal Scaling for Locally Balanced Proposals in Discrete Spaces
Haoran Sun · Hanjun Dai · Dale Schuurmans
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #311
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret
Orestis Papadigenopoulos · Constantine Caramanis · Sanjay Shakkottai
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #312
Effective Dimension in Bandit Problems under Censorship
Gauthier Guinet · Saurabh Amin · Patrick Jaillet
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #313
Partial Identification of Treatment Effects with Implicit Generative Models
Vahid Balazadeh Meresht · Vasilis Syrgkanis · Rahul Krishnan
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #314
A Universal Error Measure for Input Predictions Applied to Online Graph Problems
Giulia Bernardini · Alexander Lindermayr · Alberto Marchetti-Spaccamela · Nicole Megow · Leen Stougie · Michelle Sweering
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #315
Minimax Regret for Cascading Bandits
Daniel Vial · Sujay Sanghavi · Sanjay Shakkottai · R. Srikant
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #316
Defining and Characterizing Reward Gaming
Joar Skalse · Nikolaus Howe · Dmitrii Krasheninnikov · David Krueger
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #317
Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update
Georgios Piliouras · Ryann Sim · Stratis Skoulakis
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #318
Non-convex online learning via algorithmic equivalence
Udaya Ghai · Zhou Lu · Elad Hazan
[ Slides [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #319
Annihilation of Spurious Minima in Two-Layer ReLU Networks
Yossi Arjevani · Michael Field
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #320
On global convergence of ResNets: From finite to infinite width using linear parameterization
Raphaël Barboni · Gabriel Peyré · Francois-Xavier Vialard
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #321
GULP: a prediction-based metric between representations
Enric Boix-Adsera · Hannah Lawrence · George Stepaniants · Philippe Rigollet
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #322
A Combinatorial Perspective on the Optimization of Shallow ReLU Networks
Michael S Matena · Colin Raffel
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #323
Learning sparse features can lead to overfitting in neural networks
Leonardo Petrini · Francesco Cagnetta · Eric Vanden-Eijnden · Matthieu Wyart
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #324
Conformal Off-Policy Prediction in Contextual Bandits
Muhammad Faaiz Taufiq · Jean-Francois Ton · Rob Cornish · Yee Whye Teh · Arnaud Doucet
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #325
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems
Shyam Sundhar Ramesh · Pier Giuseppe Sessa · Andreas Krause · Ilija Bogunovic
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #326
Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning
Paul Rolland · Luca Viano · Norman Schürhoff · Boris Nikolov · Volkan Cevher
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #327
The Implicit Delta Method
Nathan Kallus · James McInerney
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #328
Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers
Colin Wei · Yining Chen · Tengyu Ma
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #329
Archimedes Meets Privacy: On Privately Estimating Quantiles in High Dimensions Under Minimal Assumptions
Omri Ben-Eliezer · Dan Mikulincer · Ilias Zadik
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #330
Markovian Interference in Experiments
Vivek Farias · Andrew Li · Tianyi Peng · Andrew Zheng
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #331
Whitening Convergence Rate of Coupling-based Normalizing Flows
Felix Draxler · Christoph Schnörr · Ullrich Köthe
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #332
When Does Differentially Private Learning Not Suffer in High Dimensions?
Xuechen Li · Daogao Liu · Tatsunori Hashimoto · Huseyin A. Inan · Janardhan Kulkarni · Yin-Tat Lee · Abhradeep Guha Thakurta
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #333
DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning
Quan Vuong · Aviral Kumar · Sergey Levine · Yevgen Chebotar
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #334
Are GANs overkill for NLP?
David Alvarez-Melis · Vikas Garg · Adam Kalai
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #335
Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization
Jonathan Wilton · Abigail Koay · Ryan Ko · Miao Xu · Nan Ye
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #336
Direct Advantage Estimation
Hsiao-Ru Pan · Nico Gürtler · Alexander Neitz · Bernhard Schölkopf
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #337
Simplified Graph Convolution with Heterophily
Sudhanshu Chanpuriya · Cameron Musco
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #338
GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games
Shichang Zhang · Yozen Liu · Neil Shah · Yizhou Sun
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #339
Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards
Rati Devidze · Parameswaran Kamalaruban · Adish Singla
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #340
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators
ABHRA CHAUDHURI · Massimiliano Mancini · Zeynep Akata · Anjan Dutta
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #341
Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting
Yuzhou Chen · Yulia Gel · H. Vincent Poor
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #342
MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators
Jinyoung Choi · Bohyung Han
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #442
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion
Haixu Ma · Donglin Zeng · Yufeng Liu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #441
Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection
Fan Wang · Adams Wai Kin Kong
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #440
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation
Ziyu Jiang · Xuxi Chen · Xueqin Huang · Xianzhi Du · Denny Zhou · Zhangyang Wang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #439
Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise
Pedro Savarese · Xin Yuan · Yanjing Li · Michael Maire
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #438
Pure Transformers are Powerful Graph Learners
Jinwoo Kim · Dat Nguyen · Seonwoo Min · Sungjun Cho · Moontae Lee · Honglak Lee · Seunghoon Hong
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #437
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
QIN DING · Yue Kang · Yi-Wei Liu · Thomas Chun Man Lee · Cho-Jui Hsieh · James Sharpnack
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #436
Bayesian Active Learning with Fully Bayesian Gaussian Processes
Christoffer Riis · Francisco Antunes · Frederik Hüttel · Carlos Lima Azevedo · Francisco Pereira
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #435
$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
Ziv Goldfeld · Kristjan Greenewald · Theshani Nuradha · Galen Reeves
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #434
Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems
Jan Harold Alcantara · Ching-pei Lee
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #433
Sparse Gaussian Process Hyperparameters: Optimize or Integrate?
Vidhi Lalchand · Wessel Bruinsma · David Burt · Carl Edward Rasmussen
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #432
Detecting Abrupt Changes in Sequential Pairwise Comparison Data
Wanshan Li · Alessandro Rinaldo · Daren Wang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #431
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
Ran Liu · Mehdi Azabou · Max Dabagia · Jingyun Xiao · Eva Dyer
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #430
Learning Fractional White Noises in Neural Stochastic Differential Equations
Anh Tong · Thanh Nguyen-Tang · Toan Tran · Jaesik Choi
[ Slides [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #429
On the Frequency-bias of Coordinate-MLPs
Sameera Ramasinghe · Lachlan E. MacDonald · Simon Lucey
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #428
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
Ravid Shwartz-Ziv · Micah Goldblum · Hossein Souri · Sanyam Kapoor · Chen Zhu · Yann LeCun · Andrew Wilson
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #427
GAUDI: A Neural Architect for Immersive 3D Scene Generation
Miguel Angel Bautista · Pengsheng Guo · Samira Abnar · Walter Talbott · Alexander Toshev · Zhuoyuan Chen · Laurent Dinh · Shuangfei Zhai · Hanlin Goh · Daniel Ulbricht · Afshin Dehghan · Joshua Susskind
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #426
Learning Debiased Classifier with Biased Committee
Nayeong Kim · SEHYUN HWANG · Sungsoo Ahn · Jaesik Park · Suha Kwak
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #425
PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning
Hanhan Zhou · Tian Lan · Vaneet Aggarwal
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #424
Recurrent Memory Transformer
Aydar Bulatov · Yury Kuratov · Mikhail Burtsev
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #423
Fast Vision Transformers with HiLo Attention
Zizheng Pan · Jianfei Cai · Bohan Zhuang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #422
Dynamic Sparse Network for Time Series Classification: Learning What to “See”
Qiao Xiao · Boqian Wu · Yu Zhang · Shiwei Liu · Mykola Pechenizkiy · Elena Mocanu · Decebal Constantin Mocanu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #421
Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
Xueying Ding · Lingxiao Zhao · Leman Akoglu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #420
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation
Hengguan Huang · Xiangming Gu · Hao Wang · Chang Xiao · Hongfu Liu · Ye Wang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #418
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation
Haoyu Peter Wang · Nan Wu · Hang Yang · Cong Hao · Pan Li
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #417
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers
Nathan Tsoi · Kate Candon · Deyuan Li · Yofti Milkessa · Marynel Vázquez
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #416
Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem?
Yimeng Min · Frederik Wenkel · Michael Perlmutter · Guy Wolf
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #415
Unsupervised Learning From Incomplete Measurements for Inverse Problems
Julián Tachella · Dongdong Chen · Mike Davies
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #414
On the Double Descent of Random Features Models Trained with SGD
Fanghui Liu · Johan Suykens · Volkan Cevher
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #413
Generalization Properties of NAS under Activation and Skip Connection Search
Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #412
Neur2SP: Neural Two-Stage Stochastic Programming
Rahul Mihir Patel · Justin Dumouchelle · Elias Khalil · Merve Bodur
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #411
Receding Horizon Inverse Reinforcement Learning
Yiqing Xu · Wei Gao · David Hsu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #410
Neural Attentive Circuits
Martin Weiss · Nasim Rahaman · Francesco Locatello · Chris Pal · Yoshua Bengio · Bernhard Schölkopf · Erran Li Li · Nicolas Ballas
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #409
Interaction Modeling with Multiplex Attention
Fan-Yun Sun · Isaac Kauvar · Ruohan Zhang · Jiachen Li · Mykel J Kochenderfer · Jiajun Wu · Nick Haber
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #408
Measures of Information Reflect Memorization Patterns
Rachit Bansal · Danish Pruthi · Yonatan Belinkov
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #407
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks
Mansheej Paul · Brett Larsen · Surya Ganguli · Jonathan Frankle · Gintare Karolina Dziugaite
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #406
Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent
Yiping Lu · Jose Blanchet · Lexing Ying
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #405
Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution
Jianhao Ma · Salar Fattahi
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #404
Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions
Courtney Paquette · Elliot Paquette · Ben Adlam · Jeffrey Pennington
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #403
Proximal Learning With Opponent-Learning Awareness
Stephen Zhao · Chris Lu · Roger Grosse · Jakob Foerster
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #402
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization
Siqi Shen · Mengwei Qiu · Jun Liu · Weiquan Liu · Yongquan Fu · Xinwang Liu · Cheng Wang
[ Slides [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #502
Joint Entropy Search For Maximally-Informed Bayesian Optimization
Carl Hvarfner · Frank Hutter · Luigi Nardi
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #503
Can Push-forward Generative Models Fit Multimodal Distributions?
Antoine Salmona · Valentin De Bortoli · Julie Delon · Agnes Desolneux
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #504
Learning Interface Conditions in Domain Decomposition Solvers
Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #505
Chaotic Dynamics are Intrinsic to Neural Network Training with SGD
Luis Herrmann · Maximilian Granz · Tim Landgraf
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #506
An In-depth Study of Stochastic Backpropagation
Jun Fang · Mingze Xu · Hao Chen · Bing Shuai · Zhuowen Tu · Joseph Tighe
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #507
Automatic Differentiation of Programs with Discrete Randomness
Gaurav Arya · Moritz Schauer · Frank Schäfer · Christopher Rackauckas
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #508
Weakly Supervised Representation Learning with Sparse Perturbations
Kartik Ahuja · Jason Hartford · Yoshua Bengio
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #509
Domain Generalization without Excess Empirical Risk
Ozan Sener · Vladlen Koltun
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #510
Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions
Andrew Jesson · Alyson Douglas · Peter Manshausen · Maëlys Solal · Nicolai Meinshausen · Philip Stier · Yarin Gal · Uri Shalit
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #511
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs
Julia Costacurta · Lea Duncker · Blue Sheffer · Winthrop Gillis · Caleb Weinreb · Jeffrey Markowitz · Sandeep R Datta · Alex Williams · Scott Linderman
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #512
Handcrafted Backdoors in Deep Neural Networks
Sanghyun Hong · Nicholas Carlini · Alexey Kurakin
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #513
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve
Giannis Daras · Negin Raoof · Zoi Gkalitsiou · Alex Dimakis
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #514
Representing Spatial Trajectories as Distributions
Didac Suris Coll-Vinent · Carl Vondrick
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #515
Exact Solutions of a Deep Linear Network
Liu Ziyin · Botao Li · Xiangming Meng
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #516
Systematic improvement of neural network quantum states using Lanczos
Hongwei Chen · Douglas Hendry · Phillip Weinberg · Adrian Feiguin
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #517
Score-Based Diffusion meets Annealed Importance Sampling
Arnaud Doucet · Will Grathwohl · Alexander Matthews · Heiko Strathmann
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #518
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits
Tong Mu · Yash Chandak · Tatsunori Hashimoto · Emma Brunskill
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #519
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
Tomasz Korbak · Hady Elsahar · Germán Kruszewski · Marc Dymetman
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #520
Learning General World Models in a Handful of Reward-Free Deployments
Yingchen Xu · Jack Parker-Holder · Aldo Pacchiano · Philip Ball · Oleh Rybkin · S Roberts · Tim Rocktäschel · Edward Grefenstette
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #521
LISA: Learning Interpretable Skill Abstractions from Language
Divyansh Garg · Skanda Vaidyanath · Kuno Kim · Jiaming Song · Stefano Ermon
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #522
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
Mark Boss · Andreas Engelhardt · Abhishek Kar · Yuanzhen Li · Deqing Sun · Jonathan Barron · Hendrik PA Lensch · Varun Jampani
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #523
Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks
Chenxiao Yang · Qitian Wu · Junchi Yan
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #524
FourierNets enable the design of highly non-local optical encoders for computational imaging
Diptodip Deb · Zhenfei Jiao · Ruth Sims · Alex Chen · Michael Broxton · Misha B Ahrens · Kaspar Podgorski · Srinivas C Turaga
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #525
Learning to Scaffold: Optimizing Model Explanations for Teaching
Patrick Fernandes · Marcos Treviso · Danish Pruthi · André Martins · Graham Neubig
[ Slides [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #526
SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration
Antoine Guedon · Pascal Monasse · Vincent Lepetit
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #527
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids
Albert Pumarola · Artsiom Sanakoyeu · Lior Yariv · Ali Thabet · Yaron Lipman
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #528
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension
Binh T. Nguyen · Bertrand Thirion · Sylvain Arlot
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #529
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
Cuneyt G Akcora · Murat Kantarcioglu · Yulia Gel · Baris Coskunuzer
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #530
A Consolidated Cross-Validation Algorithm for Support Vector Machines via Data Reduction
Boxiang Wang · Archer Yang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #531
RISE: Robust Individualized Decision Learning with Sensitive Variables
Xiaoqing Tan · Zhengling Qi · Christopher Seymour · Lu Tang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #532
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning
HYUNWOOK KANG · Taehwan Kwon · Jinkyoo Park · James R. Morrison
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #533
Tractable Optimality in Episodic Latent MABs
Jeongyeol Kwon · Yonathan Efroni · Constantine Caramanis · Shie Mannor
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #534
Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness
Amin Jaber · Adele Ribeiro · Jiji Zhang · Elias Bareinboim
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #535
Non-Gaussian Tensor Programs
Eugene Golikov · Greg Yang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #536
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network
Nikita Kotelevskii · Aleksandr Artemenkov · Kirill Fedyanin · Fedor Noskov · Alexander Fishkov · Artem Shelmanov · Artem Vazhentsev · Aleksandr Petiushko · Maxim Panov
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #537
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization
Junchi YANG · Xiang Li · Niao He
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #538
DP-PCA: Statistically Optimal and Differentially Private PCA
Xiyang Liu · Weihao Kong · Prateek Jain · Sewoong Oh
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #539
DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning
Archana Bura · Aria HasanzadeZonuzy · Dileep Kalathil · Srinivas Shakkottai · Jean-Francois Chamberland
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #540
Acceleration in Distributed Sparse Regression
Marie Maros · Gesualdo Scutari
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #541
Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
Abdurakhmon Sadiev · Dmitry Kovalev · Peter Richtarik
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #542
Chefs' Random Tables: Non-Trigonometric Random Features
Valerii Likhosherstov · Krzysztof M Choromanski · Kumar Avinava Dubey · Frederick Liu · Tamas Sarlos · Adrian Weller
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #641
Rapid Model Architecture Adaption for Meta-Learning
Yiren Zhao · Xitong Gao · I Shumailov · Nicolo Fusi · Robert Mullins
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #640
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification
Yanbo Xu · Alind Khare · Glenn Matlin · Monish Ramadoss · Rishikesan Kamaleswaran · Chao Zhang · Alexey Tumanov
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #639
Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers
Albert Qiaochu Jiang · Wenda Li · Szymon Tworkowski · Konrad Czechowski · Tomasz Odrzygóźdź · Piotr Miłoś · Yuhuai Wu · Mateja Jamnik
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #638
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
Zehao Yu · Songyou Peng · Michael Niemeyer · Torsten Sattler · Andreas Geiger
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #637
Implicit Warping for Animation with Image Sets
Arun Mallya · Ting-Chun Wang · Ming-Yu Liu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #636
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space
Jinghuan Shang · Srijan Das · Michael Ryoo
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #635
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts
Hangbo Bao · Wenhui Wang · Li Dong · Qiang Liu · Owais Khan Mohammed · Kriti Aggarwal · Subhojit Som · Songhao Piao · Furu Wei
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #634
Few-shot Image Generation via Adaptation-Aware Kernel Modulation
Yunqing Zhao · Keshigeyan Chandrasegaran · Milad Abdollahzadeh · Ngai-Man (Man) Cheung
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #633
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models
Manli Shu · Weili Nie · De-An Huang · Zhiding Yu · Tom Goldstein · Anima Anandkumar · Chaowei Xiao
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #632
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
Hyeong Kyu Choi · Joonmyung Choi · Hyunwoo Kim
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #631
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
Reinmar Kobler · Jun-ichiro Hirayama · Qibin Zhao · Motoaki Kawanabe
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #630
Locally Hierarchical Auto-Regressive Modeling for Image Generation
Tackgeun You · Saehoon Kim · Chiheon Kim · Doyup Lee · Bohyung Han
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #629
Deep Generative Model for Periodic Graphs
Shiyu Wang · Xiaojie Guo · Liang Zhao
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #628
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training
Renrui Zhang · Ziyu Guo · Peng Gao · Rongyao Fang · Bin Zhao · Dong Wang · Yu Qiao · Hongsheng Li
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #627
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences
Jianxin Li · Shuai Zhang · Hui Xiong · Haoyi Zhou
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #626
Egocentric Video-Language Pretraining
Kevin Qinghong Lin · Jinpeng Wang · Mattia Soldan · Michael Wray · Rui Yan · Eric Z. XU · Difei Gao · Rong-Cheng Tu · Wenzhe Zhao · Weijie Kong · Chengfei Cai · WANG HongFa · Dima Damen · Bernard Ghanem · Wei Liu · Mike Zheng Shou
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #625
Learning Active Camera for Multi-Object Navigation
Peihao Chen · Dongyu Ji · Kunyang Lin · Weiwen Hu · Wenbing Huang · Thomas Li · Mingkui Tan · Chuang Gan
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #624
Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors
Eric Wu · Nora Brackbill · Alexander Sher · Alan Litke · Eero Simoncelli · E.J. Chichilnisky
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #623
Assaying Out-Of-Distribution Generalization in Transfer Learning
Florian Wenzel · Andrea Dittadi · Peter Gehler · Carl-Johann Simon-Gabriel · Max Horn · Dominik Zietlow · David Kernert · Chris Russell · Thomas Brox · Bernt Schiele · Bernhard Schölkopf · Francesco Locatello
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #622
Not too little, not too much: a theoretical analysis of graph (over)smoothing
Nicolas Keriven
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #621
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models
Conglong Li · Minjia Zhang · Yuxiong He
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #620
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition
Sehoon Kim · Amir Gholami · Albert Shaw · Nicholas Lee · Karttikeya Mangalam · Jitendra Malik · Michael Mahoney · Kurt Keutzer
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #619
GREED: A Neural Framework for Learning Graph Distance Functions
Rishabh Ranjan · Siddharth Grover · Sourav Medya · Venkatesan Chakaravarthy · Yogish Sabharwal · Sayan Ranu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #618
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
Hualin Zhang · Huan Xiong · Bin Gu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #617
Does Momentum Change the Implicit Regularization on Separable Data?
Bohan Wang · Qi Meng · Huishuai Zhang · Ruoyu Sun · Wei Chen · Zhi-Ming Ma · Tie-Yan Liu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #616
Lower Bounds on Randomly Preconditioned Lasso via Robust Sparse Designs
Jonathan Kelner · Frederic Koehler · Raghu Meka · Dhruv Rohatgi
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #615
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning
Rujie Zhong · Duohan Zhang · Lukas Schäfer · Stefano Albrecht · Josiah Hanna
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #614
Redundant representations help generalization in wide neural networks
Diego Doimo · Aldo Glielmo · Sebastian Goldt · Alessandro Laio
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #613
Explainability Via Causal Self-Talk
Nicholas Roy · Junkyung Kim · Neil Rabinowitz
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #612
Learn what matters: cross-domain imitation learning with task-relevant embeddings
Tim Franzmeyer · Philip Torr · João Henriques
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #611
Learning to Compare Nodes in Branch and Bound with Graph Neural Networks
Abdel Ghani Labassi · Didier Chetelat · Andrea Lodi
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #610
MoCoDA: Model-based Counterfactual Data Augmentation
Silviu Pitis · Elliot Creager · Ajay Mandlekar · Animesh Garg
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #609
Subsidiary Prototype Alignment for Universal Domain Adaptation
Jogendra Nath Kundu · Suvaansh Bhambri · Akshay R Kulkarni · Hiran Sarkar · Varun Jampani · Venkatesh Babu R
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #608
A Fast Post-Training Pruning Framework for Transformers
Woosuk Kwon · Sehoon Kim · Michael Mahoney · Joseph Hassoun · Kurt Keutzer · Amir Gholami
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #607
Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior
Zoe Ashwood · Aditi Jha · Jonathan Pillow
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #606
NeuPhysics: Editable Neural Geometry and Physics from Monocular Videos
Yi-Ling Qiao · Alexander Gao · Ming Lin
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #605
Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights
Konstantin Schürholt · Boris Knyazev · Xavier Giró-i-Nieto · Damian Borth
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #604
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning
Siqi Xu · Lin Liu · Zhonghua Liu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #603
Power and limitations of single-qubit native quantum neural networks
Zhan Yu · Hongshun Yao · Mujin Li · Xin Wang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #602
SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning
Jianhong Wang · Yuan Zhang · Yunjie Gu · Tae-Kyun Kim
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #701
Heatmap Distribution Matching for Human Pose Estimation
Haoxuan Qu · Li Xu · Yujun Cai · Lin Geng Foo · Jun Liu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #702
Tensor Program Optimization with Probabilistic Programs
Junru Shao · Xiyou Zhou · Siyuan Feng · Bohan Hou · Ruihang Lai · Hongyi Jin · Wuwei Lin · Masahiro Masuda · Cody Hao Yu · Tianqi Chen
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #703
Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning
Minjong Yoo · SangWoo Cho · Honguk Woo
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #704
Benign Overfitting in Two-layer Convolutional Neural Networks
Yuan Cao · Zixiang Chen · Misha Belkin · Quanquan Gu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #705
Task Discovery: Finding the Tasks that Neural Networks Generalize on
Andrei Atanov · Andrei Filatov · Teresa Yeo · Ajay Sohmshetty · Amir Zamir
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #706
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions
Fenglin Liu · Bang Yang · Chenyu You · Xian Wu · Shen Ge · Zhangdaihong Liu · Xu Sun · Yang Yang · David Clifton
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #707
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis
Jian Liang · Chenfei Wu · Xiaowei Hu · Zhe Gan · Jianfeng Wang · Lijuan Wang · Zicheng Liu · Yuejian Fang · Nan Duan
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #708
MORA: Improving Ensemble Robustness Evaluation with Model Reweighing Attack
yunrui yu · Xitong Gao · Cheng-Zhong Xu
[ Slides [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #709
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models
Zijian Zhang · Zhou Zhao · Zhijie Lin
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #710
MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models
Erdun Gao · Ignavier Ng · Mingming Gong · Li Shen · Wei Huang · Tongliang Liu · Kun Zhang · Howard Bondell
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #711
Domain Adaptation under Open Set Label Shift
Saurabh Garg · Sivaraman Balakrishnan · Zachary Lipton
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #712
Lethal Dose Conjecture on Data Poisoning
Wenxiao Wang · Alexander Levine · Soheil Feizi
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #713
Emergent Communication: Generalization and Overfitting in Lewis Games
Mathieu Rita · Corentin Tallec · Paul Michel · Jean-Bastien Grill · Olivier Pietquin · Emmanuel Dupoux · Florian Strub
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #714
Asymptotic Properties for Bayesian Neural Network in Besov Space
Kyeongwon Lee · Jaeyong Lee
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #715
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification
Sanyam Kapoor · Wesley Maddox · Pavel Izmailov · Andrew Wilson
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #716
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
Kushal Tirumala · Aram Markosyan · Luke Zettlemoyer · Armen Aghajanyan
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #717
Multi-fidelity Monte Carlo: a pseudo-marginal approach
Diana Cai · Ryan Adams
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #718
Near-Optimal Correlation Clustering with Privacy
Vincent Cohen-Addad · Chenglin Fan · Silvio Lattanzi · Slobodan Mitrovic · Ashkan Norouzi-Fard · Nikos Parotsidis · Jakub Tarnawski
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #719
Rethinking Variational Inference for Probabilistic Programs with Stochastic Support
Tim Reichelt · Luke Ong · Thomas Rainforth
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #720
Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams
Sergey Denisov · H. Brendan McMahan · John Rush · Adam Smith · Abhradeep Guha Thakurta
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #722
Positively Weighted Kernel Quadrature via Subsampling
Satoshi Hayakawa · Harald Oberhauser · Terry Lyons
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #723
On the non-universality of deep learning: quantifying the cost of symmetry
Emmanuel Abbe · Enric Boix-Adsera
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #724
Globally Convergent Policy Search for Output Estimation
Jack Umenberger · Max Simchowitz · Juan Perdomo · Kaiqing Zhang · Russ Tedrake
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #725
Optimistic Tree Searches for Combinatorial Black-Box Optimization
Cedric Malherbe · Antoine Grosnit · Rasul Tutunov · Haitham Bou Ammar · Jun Wang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #726
Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints
Jiajin Li · Sirui Lin · Jose Blanchet · Viet Anh Nguyen
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #727
IMED-RL: Regret optimal learning of ergodic Markov decision processes
Fabien Pesquerel · Odalric-Ambrym Maillard
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #728
Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits
Gergely Neu · Iuliia Olkhovskaia · Matteo Papini · Ludovic Schwartz
[ Poster [ OpenReview [ Topia
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #729
KSD Aggregated Goodness-of-fit Test
Antonin Schrab · Benjamin Guedj · Arthur Gretton
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #730
Latent Hierarchical Causal Structure Discovery with Rank Constraints
Biwei Huang · Charles Jia Han Low · Feng Xie · Clark Glymour · Kun Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #731
In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning
JIAQI WANG · Roei Schuster · I Shumailov · David Lie · Nicolas Papernot
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #732
Explicit Tradeoffs between Adversarial and Natural Distributional Robustness
Mazda Moayeri · Kiarash Banihashem · Soheil Feizi
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #734
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
Weichao Mao · Haoran Qiu · Chen Wang · Hubertus Franke · Zbigniew Kalbarczyk · Ravishankar Iyer · Tamer Basar
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #735
On Privacy and Personalization in Cross-Silo Federated Learning
Ken Liu · Shengyuan Hu · Steven Wu · Virginia Smith
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #736
Byzantine Spectral Ranking
Arnhav Datar · Arun Rajkumar · John Augustine
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #737
Learning to Follow Instructions in Text-Based Games
Mathieu Tuli · Andrew Li · Pashootan Vaezipoor · Toryn Klassen · Scott Sanner · Sheila McIlraith
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #738
Convergent Representations of Computer Programs in Human and Artificial Neural Networks
Shashank Srikant · Ben Lipkin · Anna Ivanova · Evelina Fedorenko · Una-May O'Reilly
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #739
Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons
Paul Bertens · Seong-Whan Lee
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #740
Matrix Multiplicative Weights Updates in Quantum Zero-Sum Games: Conservation Laws & Recurrence
Rahul Jain · Georgios Piliouras · Ryann Sim
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #741
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts
Maria-Florina Balcan · Siddharth Prasad · Tuomas Sandholm · Ellen Vitercik
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #742
Robust Rent Division
Dominik Peters · Ariel Procaccia · David Zhu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1001
Exploring the Whole Rashomon Set of Sparse Decision Trees
Rui Xin · Chudi Zhong · Zhi Chen · Takuya Takagi · Margo Seltzer · Cynthia Rudin
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #842
A Classification of $G$-invariant Shallow Neural Networks
Devanshu Agrawal · James Ostrowski
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #841
Polynomial time guarantees for the Burer-Monteiro method
Diego Cifuentes · Ankur Moitra
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #840
A sharp NMF result with applications in network modeling
Jiashun Jin
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #839
Uncoupled Learning Dynamics with $O(\log T)$ Swap Regret in Multiplayer Games
Ioannis Anagnostides · Gabriele Farina · Christian Kroer · Chung-Wei Lee · Haipeng Luo · Tuomas Sandholm
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #838
Average Sensitivity of Euclidean k-Clustering
Yuichi Yoshida · Shinji Ito
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #837
A gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensions
Damek Davis · Dmitriy Drusvyatskiy · Yin Tat Lee · Swati Padmanabhan · Guanghao Ye
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #836
Dynamic pricing and assortment under a contextual MNL demand
Noemie Perivier · Vineet Goyal
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #835
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion
Jialun Zhang · Hong-Ming Chiu · Richard Y Zhang
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #834
Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #833
Performative Power
Moritz Hardt · Meena Jagadeesan · Celestine Mendler-Dünner
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #831
Is Sortition Both Representative and Fair?
Soroush Ebadian · Gregory Kehne · Evi Micha · Ariel Procaccia · Nisarg Shah
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #830
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions
Kuan-Lin Chen · Harinath Garudadri · Bhaskar D Rao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #829
Nearly-Tight Bounds for Testing Histogram Distributions
Clément L Canonne · Ilias Diakonikolas · Daniel Kane · Sihan Liu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #828
Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants
Andrew M. Childs · Tongyang Li · Jin-Peng Liu · Chunhao Wang · Ruizhe Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #827
A consistently adaptive trust-region method
Fadi Hamad · Oliver Hinder
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #826
Single-pass Streaming Lower Bounds for Multi-armed Bandits Exploration with Instance-sensitive Sample Complexity
Sepehr Assadi · Chen Wang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #825
On Infinite Separations Between Simple and Optimal Mechanisms
Alexandros Psomas · Ariel Schvartzman Cohenca · S. Weinberg
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #824
Near-Optimal Private and Scalable $k$-Clustering
Vincent Cohen-Addad · Alessandro Epasto · Vahab Mirrokni · Shyam Narayanan · Peilin Zhong
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #823
Asymptotics of smoothed Wasserstein distances in the small noise regime
Yunzi Ding · Jonathan Niles-Weed
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #822
Finite-Sample Maximum Likelihood Estimation of Location
Shivam Gupta · Jasper Lee · Eric Price · Paul Valiant
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #821
High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation
Jimmy Ba · Murat Erdogdu · Taiji Suzuki · Zhichao Wang · Denny Wu · Greg Yang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #820
Fast Distance Oracles for Any Symmetric Norm
Yichuan Deng · Zhao Song · OMRI WEINSTEIN · Ruizhe Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #819
Momentum Aggregation for Private Non-convex ERM
Hoang Tran · Ashok Cutkosky
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #818
Differentially Private Generalized Linear Models Revisited
Raman Arora · Raef Bassily · Cristóbal Guzmán · Michael Menart · Enayat Ullah
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #817
Thinking Outside the Ball: Optimal Learning with Gradient Descent for Generalized Linear Stochastic Convex Optimization
Idan Amir · Roi Livni · Nati Srebro
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #816
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk
David Simchi-Levi · Zeyu Zheng · Feng Zhu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #815
Optimal and Adaptive Monteiro-Svaiter Acceleration
Yair Carmon · Danielle Hausler · Arun Jambulapati · Yujia Jin · Aaron Sidford
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #814
Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis
Anton Plaksin · Stepan Martyanov
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #813
Falsification before Extrapolation in Causal Effect Estimation
Zeshan M Hussain · Michael Oberst · Ming-Chieh Shih · David Sontag
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #812
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
Raunak Kumar · Robert Kleinberg
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #811
Bezier Gaussian Processes for Tall and Wide Data
Martin Jørgensen · Michael A Osborne
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #810
A Characterization of Semi-Supervised Adversarially Robust PAC Learnability
Idan Attias · Steve Hanneke · Yishay Mansour
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #809
Fairness in Federated Learning via Core-Stability
Bhaskar Ray Chaudhury · Linyi Li · Mintong Kang · Bo Li · Ruta Mehta
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #808
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks
Mingrui Liu · Zhenxun Zhuang · Yunwen Lei · Chunyang Liao
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #807
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power
Binghui Li · Jikai Jin · Han Zhong · John Hopcroft · Liwei Wang
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #806
Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit
Boaz Barak · Benjamin Edelman · Surbhi Goel · Sham Kakade · Eran Malach · Cyril Zhang
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #805
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve
Renxiong Liu · Yunzhang Zhu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #804
Iron: Private Inference on Transformers
Meng Hao · Hongwei Li · Hanxiao Chen · Pengzhi Xing · Guowen Xu · Tianwei Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #803
Unsupervised Learning under Latent Label Shift
Manley Roberts · Pranav Mani · Saurabh Garg · Zachary Lipton
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #802
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets
Chinmay Maheshwari · Shankar Sastry · Eric Mazumdar
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #801
Tsetlin Machine for Solving Contextual Bandit Problems
Raihan Seraj · Jivitesh Sharma · Ole-Christoffer Granmo
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #800
Learning-based Motion Planning in Dynamic Environments Using GNNs and Temporal Encoding
Ruipeng Zhang · Chenning Yu · Jingkai Chen · Chuchu Fan · Sicun Gao
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #900
Mutual Information Divergence: A Unified Metric for Multimodal Generative Models
Jin-Hwa Kim · Yunji Kim · Jiyoung Lee · Kang Min Yoo · Sang-Woo Lee
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #901
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection
Tianyu Wang · Xiaowei Hu · Zhengzhe LIU · Chi-Wing Fu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #902
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
Tao Yang · JInghao Deng · Xiaojun Quan · Qifan Wang · Shaoliang Nie
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #903
Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders
Amrutha Saseendran · Kathrin Skubch · Stefan Falkner · Margret Keuper
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #904
Training stochastic stabilized supralinear networks by dynamics-neutral growth
Wayne Soo · Mate Lengyel
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #905
Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness
Francesco Pinto · Harry Yang · Ser Nam Lim · Philip Torr · Puneet Dokania
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #906
Rashomon Capacity: A Metric for Predictive Multiplicity in Classification
Hsiang Hsu · Flavio Calmon
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #907
Parametrically Retargetable Decision-Makers Tend To Seek Power
Alex Turner · Prasad Tadepalli
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #908
Structured Recognition for Generative Models with Explaining Away
Changmin Yu · Hugo Soulat · Neil Burgess · Maneesh Sahani
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #909
A Continuous Time Framework for Discrete Denoising Models
Andrew Campbell · Joe Benton · Valentin De Bortoli · Thomas Rainforth · George Deligiannidis · Arnaud Doucet
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #910
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s
Felix Chern · Blake Hechtman · Andy Davis · Ruiqi Guo · David Majnemer · Sanjiv Kumar
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #911
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments
Hugo Caselles-Dupré · Olivier Sigaud · Mohamed CHETOUANI
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #912
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
Chitwan Saharia · William Chan · Saurabh Saxena · Lala Li · Jay Whang · Emily Denton · Kamyar Ghasemipour · Raphael Gontijo Lopes · Burcu Karagol Ayan · Tim Salimans · Jonathan Ho · David Fleet · Mohammad Norouzi
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #913
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning
Xiu-Shen Wei · H.-Y. Xu · Faen Zhang · Yuxin Peng · Wei Zhou
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #914
Emergent Graphical Conventions in a Visual Communication Game
Shuwen Qiu · Sirui Xie · Lifeng Fan · Tao Gao · Jungseock Joo · Song-Chun Zhu · Yixin Zhu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #915
A Geometric Perspective on Variational Autoencoders
Clément Chadebec · Stephanie Allassonniere
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #916
Semantic Probabilistic Layers for Neuro-Symbolic Learning
Kareem Ahmed · Stefano Teso · Kai-Wei Chang · Guy Van den Broeck · Antonio Vergari
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #917
DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes
Tianqi Wei · Rana Alkhoury Maroun · Qinghai Guo · Barbara Webb
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #918
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
Haotao Wang · Junyuan Hong · Aston Zhang · Jiayu Zhou · Zhangyang Wang
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #919
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
Taesik Gong · Jongheon Jeong · Taewon Kim · Yewon Kim · Jinwoo Shin · Sung-Ju Lee
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #920
Periodic Graph Transformers for Crystal Material Property Prediction
Keqiang Yan · Yi Liu · Yuchao Lin · Shuiwang Ji
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #921
MCVD - Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
Vikram Voleti · Alexia Jolicoeur-Martineau · Chris Pal
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #922
Approximation with CNNs in Sobolev Space: with Applications to Classification
Guohao Shen · Yuling Jiao · Yuanyuan Lin · Jian Huang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #923
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
Jinyuan Jia · Wenjie Qu · Neil Gong
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #924
Theoretically Provable Spiking Neural Networks
Shao-Qun Zhang · Zhi-Hua Zhou
[ Slides [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #925
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers
Ming Ding · Wendi Zheng · Wenyi Hong · Jie Tang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #926
ReCo: Retrieve and Co-segment for Zero-shot Transfer
Gyungin Shin · Weidi Xie · Samuel Albanie
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #927
Online Decision Mediation
Daniel Jarrett · Alihan Hüyük · Mihaela van der Schaar
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #928
Collaborative Decision Making Using Action Suggestions
Dylan Asmar · Mykel J Kochenderfer
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #929
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet
Vijay Vasudevan · Benjamin Caine · Raphael Gontijo Lopes · Sara Fridovich-Keil · Rebecca Roelofs
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #930
Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis
Taiki Miyagawa
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #931
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization
Kun Yuan · Xinmeng Huang · Yiming Chen · Xiaohan Zhang · Yingya Zhang · Pan Pan
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #932
Differentially Private Linear Sketches: Efficient Implementations and Applications
Fuheng Zhao · Dan Qiao · Rachel Redberg · Divyakant Agrawal · Amr El Abbadi · Yu-Xiang Wang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #933
Pruning has a disparate impact on model accuracy
Cuong Tran · Ferdinando Fioretto · Jung-Eun Kim · Rakshit Naidu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #934
Differentiable Analog Quantum Computing for Optimization and Control
Jiaqi Leng · Yuxiang Peng · Yi-Ling Qiao · Ming Lin · Xiaodi Wu
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #935
CCCP is Frank-Wolfe in disguise
Alp Yurtsever · Suvrit Sra
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #936
Towards Optimal Communication Complexity in Distributed Non-Convex Optimization
Kumar Kshitij Patel · Lingxiao Wang · Blake Woodworth · Brian Bullins · Nati Srebro
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #937
Better SGD using Second-order Momentum
Hoang Tran · Ashok Cutkosky
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #938
Data-Efficient Structured Pruning via Submodular Optimization
Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #939
Safe Opponent-Exploitation Subgame Refinement
Mingyang Liu · Chengjie Wu · Qihan Liu · Yansen Jing · Jun Yang · Pingzhong Tang · Chongjie Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #940
Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning
Dingwen Kong · Lin Yang
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #941
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics
Antonin Schrab · Ilmun Kim · Benjamin Guedj · Arthur Gretton
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #942
Feature Learning in $L_2$-regularized DNNs: Attraction/Repulsion and Sparsity
Arthur Jacot · Eugene Golikov · Clement Hongler · Franck Gabriel
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1042
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
Fuying Wang · Yuyin Zhou · Shujun WANG · Varut Vardhanabhuti · Lequan Yu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1041
Structure-Preserving 3D Garment Modeling with Neural Sewing Machines
Xipeng Chen · Guangrun Wang · Dizhong Zhu · Xiaodan Liang · Philip Torr · Liang Lin
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1040
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Shunyu Yao · Howard Chen · John Yang · Karthik Narasimhan
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1039
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion
Atsutoshi Kumagai · Tomoharu Iwata · Yasutoshi Ida · Yasuhiro Fujiwara
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1038
Training and Inference on Any-Order Autoregressive Models the Right Way
Andy Shih · Dorsa Sadigh · Stefano Ermon
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1037
BagFlip: A Certified Defense Against Data Poisoning
Yuhao Zhang · Aws Albarghouthi · Loris D'Antoni
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1036
Dynamic Learning in Large Matching Markets
Anand Kalvit · Assaf Zeevi
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1035
How Powerful are K-hop Message Passing Graph Neural Networks
Jiarui Feng · Yixin Chen · Fuhai Li · Anindya Sarkar · Muhan Zhang
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1034
Global Convergence of Direct Policy Search for State-Feedback $\mathcal{H}_\infty$ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential
Xingang Guo · Bin Hu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1033
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
Bonifaz Stuhr · Johann Haselberger · Julian Gebele
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1032
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding
Minghao Xu · Zuobai Zhang · Jiarui Lu · Zhaocheng Zhu · Yangtian Zhang · Ma Chang · Runcheng Liu · Jian Tang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1031
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion
Chengyuan Deng · Shihang Feng · Hanchen Wang · Xitong Zhang · Peng Jin · Yinan Feng · Qili Zeng · Yinpeng Chen · Youzuo Lin
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1030
PDEBench: An Extensive Benchmark for Scientific Machine Learning
Makoto Takamoto · Timothy Praditia · Raphael Leiteritz · Daniel MacKinlay · Francesco Alesiani · Dirk Pflüger · Mathias Niepert
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1029
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
Nicholas Roberts · Xintong Li · Tzu-Heng Huang · Dyah Adila · Spencer Schoenberg · Cheng-Yu Liu · Lauren Pick · Haotian Ma · Aws Albarghouthi · Frederic Sala
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1028
Why do tree-based models still outperform deep learning on typical tabular data?
Leo Grinsztajn · Edouard Oyallon · Gael Varoquaux
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1027
A Benchmark for Compositional Visual Reasoning
Aimen Zerroug · Mohit Vaishnav · Julien Colin · Sebastian Musslick · Thomas Serre
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1026
SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning
Changan Chen · Carl Schissler · Sanchit Garg · Philip Kobernik · Alexander Clegg · Paul Calamia · Dhruv Batra · Philip Robinson · Kristen Grauman
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1025
PeRFception: Perception using Radiance Fields
Yoonwoo Jeong · Seungjoo Shin · Junha Lee · Chris Choy · Anima Anandkumar · Minsu Cho · Jaesik Park
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1024
Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world
Eugene Vinitsky · Nathan Lichtlé · Xiaomeng Yang · Brandon Amos · Jakob Foerster
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1023
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web
Andrei Manolache · Florin Brad · Antonio Barbalau · Radu Tudor Ionescu · Marius Popescu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1022
FACT: Learning Governing Abstractions Behind Integer Sequences
Peter Belcak · Ard Kastrati · Flavio Schenker · Roger Wattenhofer
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1021
Geoclidean: Few-Shot Generalization in Euclidean Geometry
Joy Hsu · Jiajun Wu · Noah Goodman
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1020
MBW: Multi-view Bootstrapping in the Wild
Mosam Dabhi · Chaoyang Wang · Tim Clifford · László Jeni · Ian Fasel · Simon Lucey
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1019
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions
Lingjiao Chen · Zhihua Jin · Evan Sabri Eyuboglu · Christopher Ré · Matei Zaharia · James Zou
[ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1018
Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery
Utkarsh Mall · Bharath Hariharan · Kavita Bala
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1017
3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds
Antonio Alliegro · Francesco Cappio Borlino · Tatiana Tommasi
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1016
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather Conditions
Dong-Hee Paek · SEUNG-HYUN KONG · Kevin Tirta Wijaya
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1015
TempEL: Linking Dynamically Evolving and Newly Emerging Entities
Klim Zaporojets · Lucie-Aimée Kaffee · Johannes Deleu · Thomas Demeester · Chris Develder · Isabelle Augenstein
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1014
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
Jonathan Crabbé · Alicia Curth · Ioana Bica · Mihaela van der Schaar
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1013
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark
Jiaxi Gu · Xiaojun Meng · Guansong Lu · Lu Hou · Niu Minzhe · Xiaodan Liang · Lewei Yao · Runhui Huang · Wei Zhang · Xin Jiang · Chunjing XU · Hang Xu
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1011
LIPS - Learning Industrial Physical Simulation benchmark suite
Milad LEYLI ABADI · Antoine Marot · Jérôme Picault · David Danan · Mouadh Yagoubi · Benjamin Donnot · Seif Attoui · Pavel Dimitrov · Asma Farjallah · Clement Etienam
[ Poster [ OpenReview
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1010
Attraction-Repulsion Spectrum in Neighbor Embeddings
Jan Niklas Böhm · Philipp Berens · Dmitry Kobak
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1009
Decimated Framelet System on Graphs and Fast G-Framelet Transforms
Xuebin Zheng · Bingxin Zhou · Yuguang Wang · Xiaosheng Zhuang
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1008
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
Washim Mondal · Mridul Agarwal · Vaneet Aggarwal · Satish Ukkusuri
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1007
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review
Michael Pearce · Elena A. Erosheva
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #143
Rethinking Nonlinear Instrumental Variable Models through Prediction Validity
Chunxiao Li · Cynthia Rudin · Tyler H. McCormick
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1006
Sufficient reductions in regression with mixed predictors
Efstathia Bura · Liliana Forzani · Rodrigo García Arancibia · Pamela Llop · Diego Tomassi
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1005
[Re] An Implementation of Fair Robust Learning
Ian Hardy
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1004
[Re] Exacerbating Algorithmic Bias through Fairness Attacks
Matteo Tafuro · Andrea Lombardo · Tin Hadži Veljković · Lasse Becker-Czarnetzki
Poster
Thu Dec 01 09:00 AM -- 11:00 AM (PST) @ Hall J #1003
[Re] Transparent Object Tracking Benchmark
Žiga Trojer