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Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1001
A Nonconvex Framework for Structured Dynamic Covariance Recovery
Katherine Tsai · Mladen Kolar · Sanmi Koyejo
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #543
Alignment-guided Temporal Attention for Video Action Recognition
Yizhou Zhao · Zhenyang Li · Xun Guo · Yan Lu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #101
TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels
Yaodong Yu · Alexander Wei · Sai Praneeth Karimireddy · Yi Ma · Michael Jordan
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #103
On Feature Learning in the Presence of Spurious Correlations
Pavel Izmailov · Polina Kirichenko · Nate Gruver · Andrew Wilson
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #105
Spatial Mixture-of-Experts
Nikoli Dryden · Torsten Hoefler
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #107
Exploring Length Generalization in Large Language Models
Cem Anil · Yuhuai Wu · Anders Andreassen · Aitor Lewkowycz · Vedant Misra · Vinay Ramasesh · Ambrose Slone · Guy Gur-Ari · Ethan Dyer · Behnam Neyshabur
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #108
Neural Topological Ordering for Computation Graphs
Mukul Gagrani · Corrado Rainone · Yang Yang · Harris Teague · Wonseok Jeon · Roberto Bondesan · Herke van Hoof · Christopher Lott · Weiliang Zeng · Piero Zappi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #109
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation
Xinhang Liu · Jiaben Chen · Huai Yu · Yu-Wing Tai · Chi-Keung Tang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #110
Offline Multi-Agent Reinforcement Learning with Knowledge Distillation
Wei-Cheng Tseng · Tsun-Hsuan Johnson Wang · Yen-Chen Lin · Phillip Isola
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #111
Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments
Desik Rengarajan · Sapana Chaudhary · Jaewon Kim · Dileep Kalathil · Srinivas Shakkottai
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #112
Maximum Class Separation as Inductive Bias in One Matrix
Tejaswi Kasarla · Gertjan Burghouts · Max van Spengler · Elise van der Pol · Rita Cucchiara · Pascal Mettes
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #113
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
Bat-Sheva Einbinder · Yaniv Romano · Matteo Sesia · Yanfei Zhou
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #114
Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent
Sebastian Dalleiger · Jilles Vreeken
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #115
FlowHMM: Flow-based continuous hidden Markov models
Pawel Lorek · Rafal Nowak · Tomasz Trzcinski · Maciej Zieba
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #116
Merging Models with Fisher-Weighted Averaging
Michael S Matena · Colin Raffel
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #117
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
Axel Laborieux · Friedemann Zenke
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #118
Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members
Daphne Cornelisse · Thomas Rood · Yoram Bachrach · Mateusz Malinowski · Tal Kachman
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #119
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology
Syed Ashar Javed · Dinkar Juyal · Harshith Padigela · Amaro Taylor-Weiner · Limin Yu · Aaditya Prakash
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #120
Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
Mohamad Amin Mohamadi · Wonho Bae · Danica J. Sutherland
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #121
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
Sotiris Anagnostidis · Luca Biggio · Lorenzo Noci · Antonio Orvieto · Sidak Pal Singh · Aurelien Lucchi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #122
Ordered Subgraph Aggregation Networks
Chendi Qian · Gaurav Rattan · Floris Geerts · Mathias Niepert · Christopher Morris
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #123
Infinite Recommendation Networks: A Data-Centric Approach
Noveen Sachdeva · Mehak Dhaliwal · Carole-Jean Wu · Julian Mcauley
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #124
Diversity vs. Recognizability: Human-like generalization in one-shot generative models
Victor Boutin · Lakshya Singhal · Xavier Thomas · Thomas Serre
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #125
Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers
Jian Wang · Miaomiao Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #126
Improving Transformer with an Admixture of Attention Heads
Tan Nguyen · Tam Nguyen · Hai Do · Khai Nguyen · Vishwanath Saragadam · Minh Pham · Khuong Duy Nguyen · Nhat Ho · Stanley Osher
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #127
Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
Gihun Lee · Minchan Jeong · Yongjin Shin · Sangmin Bae · Se-Young Yun
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #128
Information-Theoretic GAN Compression with Variational Energy-based Model
Minsoo Kang · Hyewon Yoo · Eunhee Kang · Sehwan Ki · Hyong Euk Lee · Bohyung Han
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #129
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
Che Wang · Xufang Luo · Keith Ross · Dongsheng Li
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #130
CLEAR: Generative Counterfactual Explanations on Graphs
Jing Ma · Ruocheng Guo · Saumitra Mishra · Aidong Zhang · Jundong Li
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #131
Out-of-Distribution Detection with An Adaptive Likelihood Ratio on Informative Hierarchical VAE
Yewen Li · Chaojie Wang · Xiaobo Xia · Tongliang Liu · xin miao · Bo An
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #133
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
Zhun Zhong · Yuyang Zhao · Gim Hee Lee · Nicu Sebe
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #134
A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning
Zhaomin Wu · Qinbin Li · Bingsheng He
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #135
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences
Ting-An Chen · Ming-syan Chen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #136
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social Text Classification
Karish Grover · S M Phaneendra Angara · Md Shad Akhtar · Tanmoy Chakraborty
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #137
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects
Xuefeng Du · Gabriel Gozum · Yifei Ming · Yixuan Li
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #138
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations
Xiaozhuang Song · Shun Zheng · Wei Cao · James Yu · Jiang Bian
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #139
DENSE: Data-Free One-Shot Federated Learning
Jie Zhang · Chen Chen · Bo Li · Lingjuan Lyu · Shuang Wu · Shouhong Ding · Chunhua Shen · Chao Wu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #140
SparCL: Sparse Continual Learning on the Edge
Zifeng Wang · Zheng Zhan · Yifan Gong · Geng Yuan · Wei Niu · Tong Jian · Bin Ren · Stratis Ioannidis · Yanzhi Wang · Jennifer Dy
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #141
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again
AJAY JAISWAL · Peihao Wang · Tianlong Chen · Justin Rousseau · Ying Ding · Zhangyang Wang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #142
Multi-modal Grouping Network for Weakly-Supervised Audio-Visual Video Parsing
Shentong Mo · Yapeng Tian
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #242
Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition
Yichao Cao · Xiu Su · Qingfei Tang · Shan You · Xiaobo Lu · Chang Xu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #241
Learning Generalizable Part-based Feature Representation for 3D Point Clouds
Xin Wei · Xiang Gu · Jian Sun
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #240
Coordinates Are NOT Lonely - Codebook Prior Helps Implicit Neural 3D representations
Fukun Yin · Wen Liu · Zilong Huang · Pei Cheng · Tao Chen · Gang Yu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #239
Set-based Meta-Interpolation for Few-Task Meta-Learning
Seanie Lee · Bruno Andreis · Kenji Kawaguchi · Juho Lee · Sung Ju Hwang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #238
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
Antoine Yang · Antoine Miech · Josef Sivic · Ivan Laptev · Cordelia Schmid
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #237
Masked Autoencoders As Spatiotemporal Learners
Christoph Feichtenhofer · haoqi fan · Yanghao Li · Kaiming He
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #236
Uncovering the Structural Fairness in Graph Contrastive Learning
Ruijia Wang · Xiao Wang · Chuan Shi · Le Song
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #235
AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control
Yifan Zhang · Haiyan Jiang · Haojie Ren · Changliang Zou · Dejing Dou
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #234
Learning Best Combination for Efficient N:M Sparsity
Yuxin Zhang · Mingbao Lin · ZhiHang Lin · Yiting Luo · Ke Li · Fei Chao · Yongjian Wu · Rongrong Ji
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #233
C-Mixup: Improving Generalization in Regression
Huaxiu Yao · Yiping Wang · Linjun Zhang · James Zou · Chelsea Finn
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #232
GAPX: Generalized Autoregressive Paraphrase-Identification X
Yifei Zhou · Renyu Li · Hayden Housen · Ser Nam Lim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #231
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
Boxin Wang · Wei Ping · Chaowei Xiao · Peng Xu · Mostofa Patwary · Mohammad Shoeybi · Bo Li · Anima Anandkumar · Bryan Catanzaro
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #230
GAMA: Generative Adversarial Multi-Object Scene Attacks
Abhishek Aich · Calvin-Khang Ta · Akash Gupta · Chengyu Song · Srikanth Krishnamurthy · Salman Asif · Amit Roy-Chowdhury
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #229
Composite Feature Selection Using Deep Ensembles
Fergus Imrie · Alexander Norcliffe · Pietro Lió · Mihaela van der Schaar
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #228
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods
Randall Balestriero · Yann LeCun
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #227
Discovered Policy Optimisation
Chris Lu · Jakub Kuba · Alistair Letcher · Luke Metz · Christian Schroeder de Witt · Jakob Foerster
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #226
Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking
Shuchen Wu · Noemi Elteto · Ishita Dasgupta · Eric Schulz
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #225
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM
Axel Levy · Gordon Wetzstein · Julien N.P Martel · Frederic Poitevin · Ellen Zhong
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #224
Neural Approximation of Graph Topological Features
Zuoyu Yan · Tengfei Ma · Liangcai Gao · Zhi Tang · Yusu Wang · Chao Chen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #223
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment
Chenxiao Yang · Qitian Wu · Qingsong Wen · Zhiqiang Zhou · Liang Sun · Junchi Yan
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #222
Improving Variational Autoencoders with Density Gap-based Regularization
Jianfei Zhang · Jun Bai · Chenghua Lin · Yanmeng Wang · Wenge Rong
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #221
End-to-end Stochastic Optimization with Energy-based Model
Lingkai Kong · Jiaming Cui · Yuchen Zhuang · Rui Feng · B. Aditya Prakash · Chao Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #220
Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
Masanobu Horie · NAOTO MITSUME
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #219
Advancing Model Pruning via Bi-level Optimization
Yihua Zhang · Yuguang Yao · Parikshit Ram · Pu Zhao · Tianlong Chen · Mingyi Hong · Yanzhi Wang · Sijia Liu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #218
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
Zhihan Gao · Xingjian Shi · Hao Wang · Yi Zhu · Yuyang (Bernie) Wang · Mu Li · Dit-Yan Yeung
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #217
Is Integer Arithmetic Enough for Deep Learning Training?
Alireza Ghaffari · Marzieh S. Tahaei · Mohammadreza Tayaranian · Masoud Asgharian · Vahid Partovi Nia
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #216
Dense Interspecies Face Embedding
Sejong Yang · Subin Jeon · Seonghyeon Nam · Seon Joo Kim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #215
Learning State-Aware Visual Representations from Audible Interactions
Himangi Mittal · Pedro Morgado · Unnat Jain · Abhinav Gupta
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #214
VITA: Video Instance Segmentation via Object Token Association
Miran Heo · Sukjun Hwang · Seoung Wug Oh · Joon-Young Lee · Seon Joo Kim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #213
Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy
Leyan Deng · Defu Lian · Chenwang Wu · Enhong Chen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #212
Pyramid Attention For Source Code Summarization
Lei Chai · Ming LI
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #211
An Empirical Study on Disentanglement of Negative-free Contrastive Learning
Jinkun Cao · Ruiqian Nai · Qing Yang · Jialei Huang · Yang Gao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #210
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever
Jin Chen · Defu Lian · Yucheng Li · Baoyun Wang · Kai Zheng · Enhong Chen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #209
Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer
Doyup Lee · Chiheon Kim · Saehoon Kim · Minsu Cho · WOOK SHIN HAN
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #208
Get More at Once: Alternating Sparse Training with Gradient Correction
Li Yang · Jian Meng · Jae-sun Seo · Deliang Fan
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #207
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture
Myong Chol Jung · He Zhao · Joanna Dipnall · Belinda Gabbe · Lan Du
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #206
Synergy-of-Experts: Collaborate to Improve Adversarial Robustness
Sen Cui · Jingfeng ZHANG · Jian Liang · Bo Han · Masashi Sugiyama · Changshui Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #205
Accelerating Certified Robustness Training via Knowledge Transfer
Pratik Vaishnavi · Kevin Eykholt · Amir Rahmati
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #204
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency
Xiang Zhang · Ziyuan Zhao · Theodoros Tsiligkaridis · Marinka Zitnik
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #203
Self-supervised Amodal Video Object Segmentation
Jian Yao · Yuxin Hong · Chiyu Wang · Tianjun Xiao · Tong He · Francesco Locatello · David P Wipf · Yanwei Fu · Zheng Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #202
Rethinking Image Restoration for Object Detection
Shangquan Sun · Wenqi Ren · Tao Wang · Xiaochun Cao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #201
Unsupervised Learning of Shape Programs with Repeatable Implicit Parts
Boyang Deng · Sumith Kulal · Zhengyang Dong · Congyue Deng · Yonglong Tian · Jiajun Wu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #200
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler
Jiaxin Zhang · Yashar Moshfeghi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #300
Learning dynamics of deep linear networks with multiple pathways
Jianghong Shi · Eric Shea-Brown · Michael Buice
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #302
FP8 Quantization: The Power of the Exponent
Andrey Kuzmin · Mart van Baalen · Yuwei Ren · Markus Nagel · Jorn Peters · Tijmen Blankevoort
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #303
Pushing the limits of fairness impossibility: Who's the fairest of them all?
Brian Hsu · Rahul Mazumder · Preetam Nandy · Kinjal Basu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #304
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
Vladimir Kostic · Pietro Novelli · Andreas Maurer · Carlo Ciliberto · Lorenzo Rosasco · Massimiliano Pontil
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #305
Pseudo-Riemannian Graph Convolutional Networks
Bo Xiong · Shichao Zhu · Nico Potyka · Shirui Pan · Chuan Zhou · Steffen Staab
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #306
PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization
Sanae Lotfi · Marc Finzi · Sanyam Kapoor · Andres Potapczynski · Micah Goldblum · Andrew Wilson
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #307
Learning Mixed Multinomial Logits with Provable Guarantees
Yiqun Hu · David Simchi-Levi · Zhenzhen Yan
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #308
Truly Deterministic Policy Optimization
Ehsan Saleh · Saba Ghaffari · Tim Bretl · Matthew West
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #309
A Consistent and Differentiable Lp Canonical Calibration Error Estimator
Teodora Popordanoska · Raphael Sayer · Matthew Blaschko
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #310
Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator
Lior Danon · Dan Garber
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #311
Reinforcement Learning with Logarithmic Regret and Policy Switches
Grigoris Velegkas · Zhuoran Yang · Amin Karbasi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #312
Finite Sample Analysis Of Dynamic Regression Parameter Learning
Mark Kozdoba · Edward Moroshko · Shie Mannor · Yacov Crammer
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #313
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets
Nikolaj Thams · Michael Oberst · David Sontag
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #314
Network change point localisation under local differential privacy
Mengchu Li · Tom Berrett · Yi Yu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #315
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits
Achraf Azize · Debabrota Basu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #316
Diversified Recommendations for Agents with Adaptive Preferences
William Brown · Arpit Agarwal
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #317
Confident Approximate Policy Iteration for Efficient Local Planning in $q^\pi$-realizable MDPs
Gellért Weisz · András György · Csaba Szepesvari
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #318
Parameter-free Regret in High Probability with Heavy Tails
Jiujia Zhang · Ashok Cutkosky
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #319
Shape And Structure Preserving Differential Privacy
Carlos Soto · Karthik Bharath · Matthew Reimherr · Aleksandra Slavković
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #320
Multi-layer State Evolution Under Random Convolutional Design
Max Daniels · Cedric Gerbelot · Florent Krzakala · Lenka Zdeborová
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #321
Graph Neural Networks with Adaptive Readouts
David Buterez · Jon Paul Janet · Steven J Kiddle · Dino Oglic · Pietro Liò
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #322
On the detrimental effect of invariances in the likelihood for variational inference
Richard Kurle · Ralf Herbrich · Tim Januschowski · Yuyang (Bernie) Wang · Jan Gasthaus
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #323
Causally motivated multi-shortcut identification and removal
Jiayun Zheng · Maggie Makar
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #324
Learning Predictions for Algorithms with Predictions
Misha Khodak · Maria-Florina Balcan · Ameet Talwalkar · Sergei Vassilvitskii
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #325
Near-Optimal Collaborative Learning in Bandits
Clémence Réda · Sattar Vakili · Emilie Kaufmann
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #326
Incentivizing Combinatorial Bandit Exploration
Xinyan Hu · Dung Ngo · Aleksandrs Slivkins · Steven Wu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #327
BR-SNIS: Bias Reduced Self-Normalized Importance Sampling
Gabriel Cardoso · Sergey Samsonov · Achille Thin · Eric Moulines · Jimmy Olsson
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #328
Differentially Private Learning with Margin Guarantees
Raef Bassily · Mehryar Mohri · Ananda Theertha Suresh
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #329
Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes
Alkis Kalavasis · Grigoris Velegkas · Amin Karbasi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #330
Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction
Dilip Arumugam · Satinder Singh
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #331
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks
Louis Béthune · Thibaut Boissin · Mathieu Serrurier · Franck Mamalet · Corentin Friedrich · Alberto Gonzalez Sanz
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #332
What You See is What You Get: Principled Deep Learning via Distributional Generalization
Bogdan Kulynych · Yao-Yuan Yang · Yaodong Yu · Jarosław Błasiok · Preetum Nakkiran
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #333
Data-Driven Model-Based Optimization via Invariant Representation Learning
Han Qi · Yi Su · Aviral Kumar · Sergey Levine
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #334
Learning Manifold Dimensions with Conditional Variational Autoencoders
Yijia Zheng · Tong He · Yixuan Qiu · David P Wipf
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #335
Asymptotics of $\ell_2$ Regularized Network Embeddings
Andrew Davison
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #336
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
Chengrun Yang · Gabriel Bender · Hanxiao Liu · Pieter-Jan Kindermans · Madeleine Udell · Yifeng Lu · Quoc V Le · Da Huang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #337
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations
Tessa Han · Suraj Srinivas · Himabindu Lakkaraju
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #338
CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification
Stephanie Schoch · Haifeng Xu · Yangfeng Ji
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #339
Teacher Forcing Recovers Reward Functions for Text Generation
Yongchang Hao · Yuxin Liu · Lili Mou
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #340
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
Paul Novello · Thomas FEL · David Vigouroux
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #341
MGNNI: Multiscale Graph Neural Networks with Implicit Layers
Juncheng Liu · Bryan Hooi · Kenji Kawaguchi · Xiaokui Xiao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #342
Gaussian Copula Embeddings
Chien Lu · Jaakko Peltonen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #442
On Learning Fairness and Accuracy on Multiple Subgroups
Changjian Shui · Gezheng Xu · Qi CHEN · Jiaqi Li · Charles Ling · Tal Arbel · Boyu Wang · Christian Gagné
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #441
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
Victor Weixin Liang · Yuhui Zhang · Yongchan Kwon · Serena Yeung · James Zou
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #440
Sequencer: Deep LSTM for Image Classification
Yuki Tatsunami · Masato Taki
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #439
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
Basil Mustafa · Carlos Riquelme · Joan Puigcerver · Rodolphe Jenatton · Neil Houlsby
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #438
Sound and Complete Verification of Polynomial Networks
Elias Abad Rocamora · Mehmet Fatih Sahin · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #437
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing
Jiawei Shao · Yuchang Sun · Songze Li · Jun Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #436
Generalized Laplacian Eigenmaps
Hao Zhu · Piotr Koniusz
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #435
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances
Sloan Nietert · Ziv Goldfeld · Ritwik Sadhu · Kengo Kato
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #434
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning
Ruida Zhou · Tao Liu · Dileep Kalathil · P. R. Kumar · Chao Tian
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #433
RKHS-SHAP: Shapley Values for Kernel Methods
Siu Lun Chau · Robert Hu · Javier González · Dino Sejdinovic
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #432
Temporally-Consistent Survival Analysis
Lucas Maystre · Daniel Russo
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #431
ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On
Igor Santesteban · Miguel Otaduy · Nils Thuerey · Dan Casas
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #430
Diffusion-based Molecule Generation with Informative Prior Bridges
Lemeng Wu · Chengyue Gong · Xingchao Liu · Mao Ye · Qiang Liu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #429
Learning with convolution and pooling operations in kernel methods
Theodor Misiakiewicz · Song Mei
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #428
Optimizing Relevance Maps of Vision Transformers Improves Robustness
Hila Chefer · Idan Schwartz · Lior Wolf
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #427
Unsupervised Causal Generative Understanding of Images
Titas Anciukevicius · Patrick Fox-Roberts · Edward Rosten · Paul Henderson
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #426
SelecMix: Debiased Learning by Contradicting-pair Sampling
Inwoo Hwang · Sangjun Lee · Yunhyeok Kwak · Seong Joon Oh · Damien Teney · Jin-Hwa Kim · Byoung-Tak Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #425
Controllable Text Generation with Neurally-Decomposed Oracle
Tao Meng · Sidi Lu · Nanyun Peng · Kai-Wei Chang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #424
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes
Artyom Sorokin · Nazar Buzun · Leonid Pugachev · Mikhail Burtsev
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #423
Rethinking Resolution in the Context of Efficient Video Recognition
Chuofan Ma · Qiushan Guo · Yi Jiang · Ping Luo · Zehuan Yuan · Xiaojuan Qi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #422
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
Dong Hoon Lee · Sungik Choi · Hyunwoo Kim · Sae-Young Chung
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #421
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Haokun Liu · Derek Tam · Mohammed Muqeeth · Jay Mohta · Tenghao Huang · Mohit Bansal · Colin Raffel
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #420
Infinite-Fidelity Coregionalization for Physical Simulation
Shibo Li · Zheng Wang · Robert Kirby · Shandian Zhe
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #419
Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
Sungjun Cho · Seonwoo Min · Jinwoo Kim · Moontae Lee · Honglak Lee · Seunghoon Hong
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #418
Private Set Generation with Discriminative Information
Dingfan Chen · Raouf Kerkouche · Mario Fritz
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #417
Private Synthetic Data for Multitask Learning and Marginal Queries
Giuseppe Vietri · Cedric Archambeau · Sergul Aydore · William Brown · Michael Kearns · Aaron Roth · Ankit Siva · Shuai Tang · Steven Wu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #416
Deep Equilibrium Approaches to Diffusion Models
Ashwini Pokle · Zhengyang Geng · J. Zico Kolter
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #415
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry
Cheongjae Jang · Sungyoon Lee · Frank Park · Yung-Kyun Noh
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #414
A Statistical Online Inference Approach in Averaged Stochastic Approximation
Chuhan Xie · Zhihua Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #413
Understanding Square Loss in Training Overparametrized Neural Network Classifiers
Tianyang Hu · Jun WANG · Wenjia Wang · Zhenguo Li
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #412
A Deep Reinforcement Learning Framework for Column Generation
Cheng Chi · Amine Aboussalah · Elias Khalil · Juyoung Wang · Zoha Sherkat-Masoumi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #411
Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations
Albert Wilcox · Ashwin Balakrishna · Jules Dedieu · Wyame Benslimane · Daniel Brown · Ken Goldberg
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #243
Models Out of Line: A Fourier Lens on Distribution Shift Robustness
Sara Fridovich-Keil · Brian Bartoldson · James Diffenderfer · Bhavya Kailkhura · Timo Bremer
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #410
Pre-Trained Language Models for Interactive Decision-Making
Shuang Li · Xavier Puig · Chris Paxton · Yilun Du · Clinton Wang · Linxi Fan · Tao Chen · De-An Huang · Ekin Akyürek · Anima Anandkumar · Jacob Andreas · Igor Mordatch · Antonio Torralba · Yuke Zhu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #409
The Neural Testbed: Evaluating Joint Predictions
Ian Osband · Zheng Wen · Seyed Mohammad Asghari · Vikranth Dwaracherla · Xiuyuan Lu · MORTEZA IBRAHIMI · Dieterich Lawson · Botao Hao · Brendan O'Donoghue · Benjamin Van Roy
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #408
Is a Modular Architecture Enough?
Sarthak Mittal · Yoshua Bengio · Guillaume Lajoie
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #407
A theory of weight distribution-constrained learning
Weishun Zhong · Ben Sorscher · Daniel Lee · Haim Sompolinsky
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #406
Fast Bayesian Estimation of Point Process Intensity as Function of Covariates
Hideaki Kim · Taichi Asami · Hiroyuki Toda
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #405
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits
Kyoungseok Jang · Chicheng Zhang · Kwang-Sung Jun
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #404
Parallel Tempering With a Variational Reference
Nikola Surjanovic · Saifuddin Syed · Alexandre Bouchard-Côté · Trevor Campbell
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #403
Embrace the Gap: VAEs Perform Independent Mechanism Analysis
Patrik Reizinger · Luigi Gresele · Jack Brady · Julius von Kügelgen · Dominik Zietlow · Bernhard Schölkopf · Georg Martius · Wieland Brendel · Michel Besserve
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #402
Learning Deep Input-Output Stable Dynamics
Ryosuke Kojima · Yuji Okamoto
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #502
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
Arnaud Delaunoy · Joeri Hermans · François Rozet · Antoine Wehenkel · Gilles Louppe
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #503
Hyperbolic Embedding Inference for Structured Multi-Label Prediction
Bo Xiong · Michael Cochez · Mojtaba Nayyeri · Steffen Staab
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #504
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis
Yuxin Sun · DONG LAO · Ganesh Sundaramoorthi · Anthony Yezzi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #505
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation
Michael Chang · Tom Griffiths · Sergey Levine
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #506
Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs
Hao Xiong · Yangxiao Lu · Nicholas Ruozzi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #507
SnAKe: Bayesian Optimization with Pathwise Exploration
Jose Pablo Folch · Shiqiang Zhang · Robert Lee · Behrang Shafei · David Walz · Calvin Tsay · Mark van der Wilk · Ruth Misener
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #508
On Measuring Excess Capacity in Neural Networks
Florian Graf · Sebastian Zeng · Bastian Rieck · Marc Niethammer · Roland Kwitt
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #509
Robust Reinforcement Learning using Offline Data
Kishan Panaganti · Zaiyan Xu · Dileep Kalathil · Mohammad Ghavamzadeh
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #510
Thinned random measures for sparse graphs with overlapping communities
Federica Zoe Ricci · Michele Guindani · Erik Sudderth
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #511
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents
James MacGlashan · Evan Archer · Alisa Devlic · Takuma Seno · Craig Sherstan · Peter Wurman · Peter Stone
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #512
The Privacy Onion Effect: Memorization is Relative
Nicholas Carlini · Matthew Jagielski · Chiyuan Zhang · Nicolas Papernot · Andreas Terzis · Florian Tramer
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #513
Evaluating Graph Generative Models with Contrastively Learned Features
Hamed Shirzad · Kaveh Hassani · Danica J. Sutherland
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #514
Weakly supervised causal representation learning
Johann Brehmer · Pim de Haan · Phillip Lippe · Taco Cohen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #515
Kernel Memory Networks: A Unifying Framework for Memory Modeling
Georgios Iatropoulos · Johanni Brea · Wulfram Gerstner
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #516
Wavelet Score-Based Generative Modeling
Florentin Guth · Simon Coste · Valentin De Bortoli · Stephane Mallat
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #517
Monte Carlo Tree Descent for Black-Box Optimization
Yaoguang Zhai · Sicun Gao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #518
Adaptive Sampling for Discovery
Ziping Xu · Eunjae Shim · Ambuj Tewari · Paul Zimmerman
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #519
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
Nabeel Seedat · Jonathan Crabbé · Ioana Bica · Mihaela van der Schaar
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #520
Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis
Shayegan Omidshafiei · Andrei Kapishnikov · Yannick Assogba · Lucas Dixon · Been Kim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #521
Deep Hierarchical Planning from Pixels
Danijar Hafner · Kuang-Huei Lee · Ian Fischer · Pieter Abbeel
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #522
Private Multiparty Perception for Navigation
Hui Lu · Mia Chiquier · Carl Vondrick
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #523
Mesoscopic modeling of hidden spiking neurons
Shuqi Wang · Valentin Schmutz · Guillaume Bellec · Wulfram Gerstner
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #524
Toward a realistic model of speech processing in the brain with self-supervised learning
Juliette MILLET · Charlotte Caucheteux · pierre orhan · Yves Boubenec · Alexandre Gramfort · Ewan Dunbar · Christophe Pallier · Jean-Remi King
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #525
Harmonizing the object recognition strategies of deep neural networks with humans
Thomas FEL · Ivan F Rodriguez Rodriguez · Drew Linsley · Thomas Serre
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #526
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning
Aniket Didolkar · Kshitij Gupta · Anirudh Goyal · Alex Lamb · Nan Rosemary Ke · Yoshua Bengio
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #527
Efficient Training of Low-Curvature Neural Networks
Suraj Srinivas · Kyle Matoba · Himabindu Lakkaraju · François Fleuret
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #528
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor
Salim I. Amoukou · Nicolas Brunel
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #529
Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations
Guangmo Tong
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #530
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network
SIQI LIANG · Yan Sun · Faming Liang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #531
Data-Driven Conditional Robust Optimization
Abhilash Reddy Chenreddy · Nymisha Bandi · Erick Delage
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #532
Subgame Solving in Adversarial Team Games
Brian Zhang · Luca Carminati · Federico Cacciamani · Gabriele Farina · Pierriccardo Olivieri · Nicola Gatti · Tuomas Sandholm
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #533
Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions
Jiafan He · Dongruo Zhou · Tong Zhang · Quanquan Gu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #534
Universal Rates for Interactive Learning
Steve Hanneke · Amin Karbasi · Shay Moran · Grigoris Velegkas
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #535
Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction
Kaifeng Lyu · Zhiyuan Li · Sanjeev Arora
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #536
Learning from Label Proportions by Learning with Label Noise
Jianxin Zhang · Yutong Wang · Clay Scott
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #537
Efficient Methods for Non-stationary Online Learning
Peng Zhao · Yan-Feng Xie · Lijun Zhang · Zhi-Hua Zhou
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #538
Black-Box Generalization: Stability of Zeroth-Order Learning
Konstantinos Nikolakakis · Farzin Haddadpour · Dionysis Kalogerias · Amin Karbasi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #539
Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus
Qiwen Cui · Simon Du
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #540
Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model
Gen Li · Yuejie Chi · Yuting Wei · Yuxin Chen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #541
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
Shuoguang Yang · Xuezhou Zhang · Mengdi Wang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #542
VaiPhy: a Variational Inference Based Algorithm for Phylogeny
Hazal Koptagel · Oskar Kviman · Harald Melin · Negar Safinianaini · Jens Lagergren
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #642
Posterior Matching for Arbitrary Conditioning
Ryan Strauss · Junier B Oliva
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #143
Local-Global MCMC kernels: the best of both worlds
Sergey Samsonov · Evgeny Lagutin · Marylou Gabrié · Alain Durmus · Alexey Naumov · Eric Moulines
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #641
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
Tian Zhou · Ziqing MA · xue wang · Qingsong Wen · Liang Sun · Tao Yao · Wotao Yin · Rong Jin
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #640
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
Mojan Javaheripi · Gustavo de Rosa · Subhabrata Mukherjee · Shital Shah · Tomasz Religa · Caio Cesar Teodoro Mendes · Sebastien Bubeck · Farinaz Koushanfar · Debadeepta Dey
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #639
Rare Gems: Finding Lottery Tickets at Initialization
Kartik Sreenivasan · Jy-yong Sohn · Liu Yang · Matthew Grinde · Alliot Nagle · Hongyi Wang · Eric Xing · Kangwook Lee · Dimitris Papailiopoulos
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #638
Rethinking the compositionality of point clouds through regularization in the hyperbolic space
Antonio Montanaro · Diego Valsesia · Enrico Magli
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #637
QC-StyleGAN - Quality Controllable Image Generation and Manipulation
Dat Viet Thanh Nguyen · Phong Tran The · Tan M. Dinh · Cuong Pham · Anh Tran
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #636
Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding
Eslam Bakr · Yasmeen Alsaedy · Mohamed Elhoseiny
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #635
Fine-Grained Semantically Aligned Vision-Language Pre-Training
Juncheng Li · XIN HE · Longhui Wei · Long Qian · Linchao Zhu · Lingxi Xie · Yueting Zhuang · Qi Tian · Siliang Tang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #634
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition
Yifan Zhang · Bryan Hooi · Lanqing Hong · Jiashi Feng
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #633
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning
Yanpeng Sun · Qiang Chen · Xiangyu He · Jian Wang · Haocheng Feng · Junyu Han · Errui Ding · Jian Cheng · Zechao Li · Jingdong Wang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #632
SageMix: Saliency-Guided Mixup for Point Clouds
Sanghyeok Lee · Minkyu Jeon · Injae Kim · Yunyang Xiong · Hyunwoo Kim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #631
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Mengwei Ren · Neel Dey · Martin Styner · Kelly Botteron · Guido Gerig
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #630
Decomposing NeRF for Editing via Feature Field Distillation
Sosuke Kobayashi · Eiichi Matsumoto · Vincent Sitzmann
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #629
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection
GE ZHANG · Zhenyu Yang · Jia Wu · Jian Yang · Shan Xue · Hao Peng · Jianlin Su · Chuan Zhou · Quan Z. Sheng · Leman Akoglu · Charu Aggarwal
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #628
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving
Xiwen Liang · Yangxin Wu · Jianhua Han · Hang Xu · Chunjing XU · Xiaodan Liang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #627
Hierarchical Normalization for Robust Monocular Depth Estimation
Chi Zhang · Wei Yin · Billzb Wang · Gang Yu · BIN FU · Chunhua Shen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #626
GLIPv2: Unifying Localization and Vision-Language Understanding
Haotian Zhang · Pengchuan Zhang · Xiaowei Hu · Yen-Chun Chen · Liunian Li · Xiyang Dai · Lijuan Wang · Lu Yuan · Jenq-Neng Hwang · Jianfeng Gao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #625
AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments
Sudipta Paul · Amit Roy-Chowdhury · Anoop Cherian
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #624
Single-phase deep learning in cortico-cortical networks
Will Greedy · Heng Wei Zhu · Joseph Pemberton · Jack Mellor · Rui Ponte Costa
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #623
Understanding Robust Learning through the Lens of Representation Similarities
Christian Cianfarani · Arjun Nitin Bhagoji · Vikash Sehwag · Ben Zhao · Heather Zheng · Prateek Mittal
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #622
EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization
Laurent Condat · Kai Yi · Peter Richtarik
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #621
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung · Jaemin Cho · Mohit Bansal
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #620
Scalable Neural Video Representations with Learnable Positional Features
Subin Kim · Sihyun Yu · Jaeho Lee · Jinwoo Shin
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #619
Are All Losses Created Equal: A Neural Collapse Perspective
Jinxin Zhou · Chong You · Xiao Li · Kangning Liu · Sheng Liu · Qing Qu · Zhihui Zhu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #618
Lazy and Fast Greedy MAP Inference for Determinantal Point Process
Shinichi Hemmi · Taihei Oki · Shinsaku Sakaue · Kaito Fujii · Satoru Iwata
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #617
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor
Lijun Zhang · Wei Jiang · Jinfeng Yi · Tianbao Yang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #616
Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation
Kristian Georgiev · Samuel Hopkins
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #615
Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement
Cian Naik · Judith Rousseau · Trevor Campbell
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #614
Biological Learning of Irreducible Representations of Commuting Transformations
Alexander Genkin · David Lipshutz · Siavash Golkar · Tiberiu Tesileanu · Dmitri Chklovskii
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #613
When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning
Annie Xie · Fahim Tajwar · Archit Sharma · Chelsea Finn
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #612
PALMER: Perception - Action Loop with Memory for Long-Horizon Planning
Onur Beker · Mohammad Mohammadi · Amir Zamir
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #611
Training Subset Selection for Weak Supervision
Hunter Lang · Aravindan Vijayaraghavan · David Sontag
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #610
Contrastive Learning as Goal-Conditioned Reinforcement Learning
Benjamin Eysenbach · Tianjun Zhang · Sergey Levine · Russ Salakhutdinov
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #609
CyCLIP: Cyclic Contrastive Language-Image Pretraining
Shashank Goel · Hritik Bansal · Sumit Bhatia · Ryan Rossi · Vishwa Vinay · Aditya Grover
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #608
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction
Muralidhar Andoorveedu · Zhanda Zhu · Bojian Zheng · Gennady Pekhimenko
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #607
Trading off Utility, Informativeness, and Complexity in Emergent Communication
Mycal Tucker · Roger Levy · Julie Shah · Noga Zaslavsky
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #606
Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching
Ramana Subramanyam Sundararaman · Riccardo Marin · Emanuele Rodolà · Maks Ovsjanikov
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #605
Revisiting Neural Scaling Laws in Language and Vision
Ibrahim Alabdulmohsin · Behnam Neyshabur · Xiaohua Zhai
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #604
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem
Tan Nguyen · Minh Pham · Tam Nguyen · Khai Nguyen · Stanley Osher · Nhat Ho
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #603
Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks
Zhi-Hao Tan · Yi Xie · Yuan Jiang · Zhi-Hua Zhou
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #602
Enhanced Bilevel Optimization via Bregman Distance
Feihu Huang · Junyi Li · Shangqian Gao · Heng Huang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #701
Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model
Zhisheng Xiao · Tian Han
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #702
Learning Robust Rule Representations for Abstract Reasoning via Internal Inferences
Wenbo Zhang · likai tang · Site Mo · Xianggen Liu · Sen Song
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #703
Saliency-Aware Neural Architecture Search
Ramtin Hosseini · Pengtao Xie
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #704
Training with More Confidence: Mitigating Injected and Natural Backdoors During Training
Zhenting Wang · Hailun Ding · Juan Zhai · Shiqing Ma
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #705
First is Better Than Last for Language Data Influence
Chih-Kuan Yeh · Ankur Taly · Mukund Sundararajan · Frederick Liu · Pradeep Ravikumar
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #706
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment
Zhijing Jin · Sydney Levine · Fernando Gonzalez Adauto · Ojasv Kamal · Maarten Sap · Mrinmaya Sachan · Rada Mihalcea · Josh Tenenbaum · Bernhard Schölkopf
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #707
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
Jin Xu · Xiaojiang Liu · Jianhao Yan · Deng Cai · Huayang Li · Jian Li
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #708
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal
Yaqian Zhang · Bernhard Pfahringer · Eibe Frank · Albert Bifet · Nick Jin Sean Lim · Yunzhe Jia
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #709
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model
Dongjun Kim · Byeonghu Na · Se Jung Kwon · Dongsoo Lee · Wanmo Kang · Il-chul Moon
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #710
On Divergence Measures for Bayesian Pseudocoresets
Balhae Kim · Jungwon Choi · Seanie Lee · Yoonho Lee · Jung-Woo Ha · Juho Lee
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #711
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference
Ségolène Martin · Malik Boudiaf · Emilie Chouzenoux · Jean-Christophe Pesquet · Ismail Ayed
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #712
MABSplit: Faster Forest Training Using Multi-Armed Bandits
Mo Tiwari · Ryan Kang · Jaeyong Lee · Chris Piech · Ilan Shomorony · Sebastian Thrun · Martin Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #713
Reconstructing Training Data From Trained Neural Networks
Niv Haim · Gal Vardi · Gilad Yehudai · Michal Irani · Ohad Shamir
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #714
Information-Theoretic Safe Exploration with Gaussian Processes
Alessandro Bottero · Carlos Luis · Julia Vinogradska · Felix Berkenkamp · Jan Peters
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #715
Pruning’s Effect on Generalization Through the Lens of Training and Regularization
Tian Jin · Michael Carbin · Dan Roy · Jonathan Frankle · Gintare Karolina Dziugaite
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #716
End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking
Arpit Bansal · Avi Schwarzschild · Eitan Borgnia · Zeyad Emam · Furong Huang · Micah Goldblum · Tom Goldstein
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #717
Conformal Prediction with Temporal Quantile Adjustments
Zhen Lin · Shubhendu Trivedi · Jimeng Sun
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #718
Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning
Niclas Boehmer · Robert Bredereck · Edith Elkind · Piotr Faliszewski · Stanisław Szufa
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #719
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
Masaki Adachi · Satoshi Hayakawa · Martin Jørgensen · Harald Oberhauser · Michael A Osborne
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #720
Online PAC-Bayes Learning
Maxime Haddouche · Benjamin Guedj
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #722
On the inability of Gaussian process regression to optimally learn compositional functions
Matteo Giordano · Kolyan Ray · Johannes Schmidt-Hieber
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #723
Online Agnostic Multiclass Boosting
Vinod Raman · Ambuj Tewari
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #724
Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits
Yifei Wang · Tavor Baharav · Yanjun Han · Jiantao Jiao · David Tse
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #725
Efficient Submodular Optimization under Noise: Local Search is Robust
Lingxiao Huang · Yuyi Wang · Chunxue Yang · Huanjian Zhou
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #726
Adversarially Robust Learning: A Generic Minimax Optimal Learner and Characterization
Omar Montasser · Steve Hanneke · Nati Srebro
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #727
A Regret-Variance Trade-Off in Online Learning
Dirk van der Hoeven · Nikita Zhivotovskiy · Nicolò Cesa-Bianchi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #728
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias
Itay Safran · Gal Vardi · Jason Lee
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #729
Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models
Rui Miao · Zhengling Qi · Xiaoke Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #730
Probabilistic Missing Value Imputation for Mixed Categorical and Ordered Data
Yuxuan Zhao · Alex Townsend · Madeleine Udell
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #731
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity
Andrew Cullen · Paul Montague · Shijie Liu · Sarah Erfani · Benjamin Rubinstein
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #732
Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
Devansh Arpit · Huan Wang · Yingbo Zhou · Caiming Xiong
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #734
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering
Lingxiao Huang · Zhize Li · Jialin Sun · Haoyu Zhao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #735
Active Bayesian Causal Inference
Christian Toth · Lars Lorch · Christian Knoll · Andreas Krause · Franz Pernkopf · Robert Peharz · Julius von Kügelgen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #736
All Politics is Local: Redistricting via Local Fairness
Shao-Heng Ko · Erin Taylor · Pankaj Agarwal · Kamesh Munagala
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #343
Sequence Model Imitation Learning with Unobserved Contexts
Gokul Swamy · Sanjiban Choudhury · J. Bagnell · Steven Wu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #737
Anticipating Performativity by Predicting from Predictions
Celestine Mendler-Dünner · Frances Ding · Yixin Wang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #738
Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks
Arian Jamasb · Ramon Viñas Torné · Eric Ma · Yuanqi Du · Charles Harris · Kexin Huang · Dominic Hall · Pietro Lió · Tom Blundell
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #739
The computational and learning benefits of Daleian neural networks
Adam Haber · Elad Schneidman
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #740
Optimal Algorithms for Decentralized Stochastic Variational Inequalities
Dmitry Kovalev · Aleksandr Beznosikov · Abdurakhmon Sadiev · Michael Persiianov · Peter Richtarik · Alexander Gasnikov
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #741
Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources
Peter Lippmann · Enrique Fita Sanmartín · Fred Hamprecht
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #742
Algorithms with Prediction Portfolios
Michael Dinitz · Sungjin Im · Thomas Lavastida · Benjamin Moseley · Sergei Vassilvitskii
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #842
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
Scott Lowe · Robert Earle · Jason d'Eon · Thomas Trappenberg · Sageev Oore
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #443
Understanding the Eluder Dimension
Gene Li · Pritish Kamath · Dylan J Foster · Nati Srebro
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #841
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
Tesi Xiao · Krishnakumar Balasubramanian · Saeed Ghadimi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #840
Robust Model Selection and Nearly-Proper Learning for GMMs
Allen Liu · Jerry Li · Ankur Moitra
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #839
On Gap-dependent Bounds for Offline Reinforcement Learning
Xinqi Wang · Qiwen Cui · Simon Du
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #838
Perfect Sampling from Pairwise Comparisons
Dimitris Fotakis · Alkis Kalavasis · Christos Tzamos
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #837
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization
Benjamin Dubois-Taine · Francis Bach · Quentin Berthet · Adrien Taylor
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #836
Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
Ziyi Chen · Shaocong Ma · Yi Zhou
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #835
Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization
Wei Jiang · Gang Li · Yibo Wang · Lijun Zhang · Tianbao Yang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #834
Provably expressive temporal graph networks
Amauri Souza · Diego Mesquita · Samuel Kaski · Vikas Garg
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #833
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment
Nathan Kallus
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #831
Dynamic Fair Division with Partial Information
Gerdus Benade · Daniel Halpern · Alexandros Psomas
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #830
On Computing Probabilistic Explanations for Decision Trees
Marcelo Arenas · Pablo Barceló · Miguel Romero Orth · Bernardo Subercaseaux
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #829
Anonymized Histograms in Intermediate Privacy Models
Badih Ghazi · Pritish Kamath · Ravi Kumar · Pasin Manurangsi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #828
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
Ilias Diakonikolas · Daniel Kane · Sushrut Karmalkar · Ankit Pensia · Thanasis Pittas
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #827
The First Optimal Acceleration of High-Order Methods in Smooth Convex Optimization
Dmitry Kovalev · Alexander Gasnikov
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #826
Near-Optimal Sample Complexity Bounds for Constrained MDPs
Sharan Vaswani · Lin Yang · Csaba Szepesvari
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #825
Verification and search algorithms for causal DAGs
Davin Choo · Kirankumar Shiragur · Arnab Bhattacharyya
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #824
Learning and Covering Sums of Independent Random Variables with Unbounded Support
Alkis Kalavasis · Konstantinos Stavropoulos · Emmanouil Zampetakis
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #823
Fast Mixing of Stochastic Gradient Descent with Normalization and Weight Decay
Zhiyuan Li · Tianhao Wang · Dingli Yu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #822
Robust Testing in High-Dimensional Sparse Models
Anand Jerry George · Clément L Canonne
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #821
Dynamic Tensor Product Regression
Aravind Reddy · Zhao Song · Lichen Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #820
Semi-supervised Active Linear Regression
Nived Rajaraman · Fnu Devvrit · Pranjal Awasthi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #819
Quantum Speedups of Optimizing Approximately Convex Functions with Applications to Logarithmic Regret Stochastic Convex Bandits
Tongyang Li · Ruizhe Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #818
Independence Testing for Bounded Degree Bayesian Networks
Arnab Bhattacharyya · Clément L Canonne · Qiping Yang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #817
Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion
Oren Mangoubi · Nisheeth Vishnoi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #816
Context-Based Dynamic Pricing with Partially Linear Demand Model
Jinzhi Bu · David Simchi-Levi · Chonghuan Wang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #815
Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods
Kimon Antonakopoulos · Ali Kavis · Volkan Cevher
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #814
Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
Ruikun Zhou · Thanin Quartz · Hans De Sterck · Jun Liu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #813
Causal Inference with Non-IID Data using Linear Graphical Models
Chi Zhang · Karthika Mohan · Judea Pearl
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #812
Submodular Maximization in Clean Linear Time
Wenxin Li · Moran Feldman · Ehsan Kazemi · Amin Karbasi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #811
Continuously Tempered PDMP samplers
Matthew Sutton · Robert Salomone · Augustin Chevallier · Paul Fearnhead
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #810
Regret Bounds for Multilabel Classification in Sparse Label Regimes
Róbert Busa-Fekete · Heejin Choi · Krzysztof Dembczynski · Claudio Gentile · Henry Reeve · Balazs Szorenyi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #809
Provable Benefit of Multitask Representation Learning in Reinforcement Learning
Yuan Cheng · Songtao Feng · Jing Yang · Hong Zhang · Yingbin Liang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #808
BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression
Haoyu Zhao · Boyue Li · Zhize Li · Peter Richtarik · Yuejie Chi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #807
Incrementality Bidding via Reinforcement Learning under Mixed and Delayed Rewards
Ashwinkumar Badanidiyuru Varadaraja · Zhe Feng · Tianxi Li · Haifeng Xu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #806
DataMUX: Data Multiplexing for Neural Networks
Vishvak Murahari · Carlos Jimenez · Runzhe Yang · Karthik Narasimhan
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #805
Adaptively Exploiting d-Separators with Causal Bandits
Blair Bilodeau · Linbo Wang · Dan Roy
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #804
Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions
Weirui Ye · Pieter Abbeel · Yang Gao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #803
Toward Efficient Robust Training against Union of $\ell_p$ Threat Models
Gaurang Sriramanan · Maharshi Gor · Soheil Feizi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #802
Inverse Game Theory for Stackelberg Games: the Blessing of Bounded Rationality
Jibang Wu · Weiran Shen · Fei Fang · Haifeng Xu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #801
Global Normalization for Streaming Speech Recognition in a Modular Framework
Ehsan Variani · Ke Wu · Michael D Riley · David Rybach · Matt Shannon · Cyril Allauzen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #800
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline
Penghao Wu · Xiaosong Jia · Li Chen · Junchi Yan · Hongyang Li · Yu Qiao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #900
DeepInteraction: 3D Object Detection via Modality Interaction
Zeyu Yang · Jiaqi Chen · Zhenwei Miao · Wei Li · Xiatian Zhu · Li Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #901
Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset
Yang Fu · Xiaolong Wang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #902
Planning for Sample Efficient Imitation Learning
Zhao-Heng Yin · Weirui Ye · Qifeng Chen · Yang Gao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #903
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation
Markus Hiller · Mehrtash Harandi · Tom Drummond
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #904
Polynomial Neural Fields for Subband Decomposition and Manipulation
Guandao Yang · Sagie Benaim · Varun Jampani · Kyle Genova · Jonathan Barron · Thomas Funkhouser · Bharath Hariharan · Serge Belongie
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #905
Improving Self-Supervised Learning by Characterizing Idealized Representations
Yann Dubois · Stefano Ermon · Tatsunori Hashimoto · Percy Liang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #906
Deep Ensembles Work, But Are They Necessary?
Taiga Abe · Estefany Kelly Buchanan · Geoff Pleiss · Richard Zemel · John Cunningham
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #907
Learning to Mitigate AI Collusion on Economic Platforms
Gianluca Brero · Eric Mibuari · Nicolas Lepore · David Parkes
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #908
Hamiltonian Latent Operators for content and motion disentanglement in image sequences
Asif Khan · Amos Storkey
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #909
Posterior Collapse of a Linear Latent Variable Model
Zihao Wang · Liu Ziyin
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #910
TREC: Transient Redundancy Elimination-based Convolution
Jiawei Guan · Feng Zhang · Jiesong Liu · Hsin-Hsuan Sung · Ruofan Wu · Xiaoyong Du · Xipeng Shen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #911
Unsupervised Reinforcement Learning with Contrastive Intrinsic Control
Michael Laskin · Hao Liu · Xue Bin Peng · Denis Yarats · Aravind Rajeswaran · Pieter Abbeel
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #912
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks
Renan A. Rojas-Gomez · Teck Yian Lim · Alex Schwing · Minh Do · Raymond A. Yeh
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #913
Unsupervised Cross-Task Generalization via Retrieval Augmentation
Bill Yuchen Lin · Kangmin Tan · Chris Miller · Beiwen Tian · Xiang Ren
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #914
Self-Supervised Learning Through Efference Copies
Franz Scherr · Qinghai Guo · Timoleon Moraitis
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #915
Aligning individual brains with fused unbalanced Gromov Wasserstein
Alexis Thual · Quang Huy TRAN · Tatiana Zemskova · Nicolas Courty · Rémi Flamary · Stanislas Dehaene · Bertrand Thirion
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #916
Formalizing Consistency and Coherence of Representation Learning
Harald Strömfelt · Luke Dickens · Artur Garcez · Alessandra Russo
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #917
Non-deep Networks
Ankit Goyal · Alexey Bochkovskiy · Jia Deng · Vladlen Koltun
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #918
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
Zekang Zhang · Zekang Zhang · Zhiyuan Fang · Jianbo Jiao · Yunchao Wei
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #919
Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization
De Cheng · Yixiong Ning · Nannan Wang · Xinbo Gao · Heng Yang · Yuxuan Du · Bo Han · Tongliang Liu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #920
Solving Quantitative Reasoning Problems with Language Models
Aitor Lewkowycz · Anders Andreassen · David Dohan · Ethan Dyer · Henryk Michalewski · Vinay Ramasesh · Ambrose Slone · Cem Anil · Imanol Schlag · Theo Gutman-Solo · Yuhuai Wu · Behnam Neyshabur · Guy Gur-Ari · Vedant Misra
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #921
GENIE: Higher-Order Denoising Diffusion Solvers
Tim Dockhorn · Arash Vahdat · Karsten Kreis
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #922
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC
Song Liu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #923
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
Khoa D Doan · Yingjie Lao · Ping Li
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #924
Fuzzy Learning Machine
Junbiao Cui · Jiye Liang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #925
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits
Ruibo Liu · Chenyan Jia · Ge Zhang · Ziyu Zhuang · Tony Liu · Soroush Vosoughi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #926
Grounded Video Situation Recognition
Zeeshan Khan · C.V. Jawahar · Makarand Tapaswi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #927
Robust Neural Posterior Estimation and Statistical Model Criticism
Daniel Ward · Patrick Cannon · Mark Beaumont · Matteo Fasiolo · Sebastian Schmon
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #928
RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning
Marc Rigter · Bruno Lacerda · Nick Hawes
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #929
Instance-based Learning for Knowledge Base Completion
Wanyun Cui · Xingran Chen
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #930
Sub-exponential time Sum-of-Squares lower bounds for Principal Components Analysis
Aaron Potechin · Goutham Rajendran
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #931
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization
Qing Guo · Junya Chen · Dong Wang · Yuewei Yang · Xinwei Deng · Jing Huang · Larry Carin · Fan Li · Chenyang Tao
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #932
A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning
Seunghyuk Cho · Juyong Lee · Jaesik Park · Dongwoo Kim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #933
Finding and Listing Front-door Adjustment Sets
Hyunchai Jeong · Jin Tian · Elias Bareinboim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #934
SALSA: Attacking Lattice Cryptography with Transformers
Emily Wenger · Mingjie Chen · Francois Charton · Kristin E. Lauter
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #935
Automatic differentiation of nonsmooth iterative algorithms
Jerome Bolte · Edouard Pauwels · Samuel Vaiter
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #936
Learning from a Sample in Online Algorithms
C.J. Argue · Alan Frieze · Anupam Gupta · Christopher Seiler
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #937
Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions
Kiwon Lee · Andrew Cheng · Elliot Paquette · Courtney Paquette
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #938
Improved Algorithms for Neural Active Learning
Yikun Ban · Yuheng Zhang · Hanghang Tong · Arindam Banerjee · Jingrui He
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #939
Matching in Multi-arm Bandit with Collision
YiRui Zhang · Siwei Wang · Zhixuan Fang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #940
A Spectral Approach to Item Response Theory
Duc Nguyen · Anderson Ye Zhang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #941
JAWS: Auditing Predictive Uncertainty Under Covariate Shift
Drew Prinster · Anqi Liu · Suchi Saria
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #942
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres
Joshua Mitton · Simon Mekhail · Miles Padgett · Daniele Faccio · Marco Aversa · Roderick Murray-Smith
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1042
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning
Jiexi Yan · Erkun Yang · Cheng Deng · Heng Huang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1041
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
Arjun Majumdar · Gunjan Aggarwal · Bhavika Devnani · Judy Hoffman · Dhruv Batra
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1040
Learning Recourse on Instance Environment to Enhance Prediction Accuracy
Lokesh N · Guntakanti Sai Koushik · Abir De · Sunita Sarawagi
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1039
Spherization Layer: Representation Using Only Angles
Hoyong Kim · kangil kim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1038
Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel
Seijin Kobayashi · Pau Vilimelis Aceituno · Johannes von Oswald
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1037
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift
Christina Baek · Yiding Jiang · Aditi Raghunathan · J. Zico Kolter
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1036
Efficient and Stable Fully Dynamic Facility Location
Sayan Bhattacharya · Silvio Lattanzi · Nikos Parotsidis
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1035
Coresets for Wasserstein Distributionally Robust Optimization Problems
Ruomin Huang · Jiawei Huang · Wenjie Liu · Hu Ding
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1034
Differentially Private Online-to-batch for Smooth Losses
Qinzi Zhang · Hoang Tran · Ashok Cutkosky
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1033
How Transferable are Video Representations Based on Synthetic Data?
Yo-whan Kim · Samarth Mishra · SouYoung Jin · Rameswar Panda · Hilde Kuehne · Leonid Karlinsky · Venkatesh Saligrama · Kate Saenko · Aude Oliva · Rogerio Feris
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1032
SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles
Chejian Xu · Wenhao Ding · Weijie Lyu · ZUXIN LIU · Shuai Wang · Yihan He · Hanjiang Hu · DING ZHAO · Bo Li
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1031
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
Xuhai Xu · Han Zhang · Yasaman Sefidgar · Yiyi Ren · Xin Liu · Woosuk Seo · Jennifer Brown · Kevin Kuehn · Mike Merrill · Paula Nurius · Shwetak Patel · Tim Althoff · Margaret Morris · Eve Riskin · Jennifer Mankoff · Anind Dey
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1030
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision
Alex Tamkin · Gaurab Banerjee · Mohamed Owda · Vincent Liu · Shashank Rammoorthy · Noah Goodman
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1029
GOOD: A Graph Out-of-Distribution Benchmark
Shurui Gui · Xiner Li · Limei Wang · Shuiwang Ji
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1028
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
Marius Dragoi · Elena Burceanu · Emanuela Haller · Andrei Manolache · Florin Brad
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1027
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
Linxi Fan · Guanzhi Wang · Yunfan Jiang · Ajay Mandlekar · Yuncong Yang · Haoyi Zhu · Andrew Tang · De-An Huang · Yuke Zhu · Anima Anandkumar
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1026
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine
Jiayi Weng · Min Lin · Shengyi Huang · Bo Liu · Denys Makoviichuk · Viktor Makoviychuk · Zichen Liu · Yufan Song · Ting Luo · Yukun Jiang · Zhongwen Xu · Shuicheng Yan
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1025
DART: Articulated Hand Model with Diverse Accessories and Rich Textures
Daiheng Gao · Yuliang Xiu · Kailin Li · Lixin Yang · Feng Wang · Peng Zhang · Bang Zhang · Cewu Lu · Ping Tan
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1024
HandMeThat: Human-Robot Communication in Physical and Social Environments
Yanming Wan · Jiayuan Mao · Josh Tenenbaum
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1023
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World
William Gaviria Rojas · Sudnya Diamos · Keertan Kini · David Kanter · Vijay Janapa Reddi · Cody Coleman
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1022
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation
Maxwell Xu · Alexander Moreno · Supriya Nagesh · Varol Aydemir · David Wetter · Santosh Kumar · James Rehg
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1021
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1020
Enabling Detailed Action Recognition Evaluation Through Video Dataset Augmentation
Jihoon Chung · Yu Wu · Olga Russakovsky
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1019
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities
Zejiang Shen · Kyle Lo · Lauren Yu · Nathan Dahlberg · Margo Schlanger · Doug Downey
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1018
SurDis: A Surface Discontinuity Dataset for Wearable Technology to Assist Blind Navigation in Urban Environments
Kuan Yew Leong · Siew Mooi Lim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1017
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification
Sean Yang · Bernease Herman · Bill Howe
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1016
StrokeRehab: A Benchmark Dataset for Sub-second Action Identification
Aakash Kaku · Kangning Liu · Avinash Parnandi · Haresh Rengaraj Rajamohan · Kannan Venkataramanan · Anita Venkatesan · Audre Wirtanen · Natasha Pandit · Heidi Schambra · Carlos Fernandez-Granda
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1015
A new dataset for multilingual keyphrase generation
Frédéric Piedboeuf · Philippe Langlais
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1014
Communicating Natural Programs to Humans and Machines
Sam Acquaviva · Yewen Pu · Marta Kryven · Theodoros Sechopoulos · Catherine Wong · Gabrielle Ecanow · Maxwell Nye · Michael Tessler · Josh Tenenbaum
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1013
ComMU: Dataset for Combinatorial Music Generation
Hyun Lee · Taehyun Kim · Hyolim Kang · Minjoo Ki · Hyeonchan Hwang · kwanho park · Sharang Han · Seon Joo Kim
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1012
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
Hugo Laurençon · Lucile Saulnier · Thomas Wang · Christopher Akiki · Albert Villanova del Moral · Teven Le Scao · Leandro Von Werra · Chenghao Mou · Eduardo González Ponferrada · Huu Nguyen · Jörg Frohberg · Mario Šaško · Quentin Lhoest · Angelina McMillan-Major · Gerard Dupont · Stella Biderman · Anna Rogers · Loubna Ben allal · Francesco De Toni · Giada Pistilli · Olivier Nguyen · Somaieh Nikpoor · Maraim Masoud · Pierre Colombo · Javier de la Rosa · Paulo Villegas · Tristan Thrush · Shayne Longpre · Sebastian Nagel · Leon Weber · Manuel Muñoz · Jian Zhu · Daniel Van Strien · Zaid Alyafeai · Khalid Almubarak · Minh Chien Vu · Itziar Gonzalez-Dios · Aitor Soroa · Kyle Lo · Manan Dey · Pedro Ortiz Suarez · Aaron Gokaslan · Shamik Bose · David Adelani · Long Phan · Hieu Tran · Ian Yu · Suhas Pai · Jenny Chim · Violette Lepercq · Suzana Ilic · Margaret Mitchell · Sasha Alexandra Luccioni · Yacine Jernite
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1011
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish
Łukasz Augustyniak · Kamil Tagowski · Albert Sawczyn · Denis Janiak · Roman Bartusiak · Adrian Szymczak · Arkadiusz Janz · Piotr Szymański · Marcin Wątroba · Mikołaj Morzy · Tomasz Kajdanowicz · Maciej Piasecki
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1010
Flare7K: A Phenomenological Nighttime Flare Removal Dataset
Yuekun Dai · Chongyi Li · Shangchen Zhou · Ruicheng Feng · Chen Change Loy
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1009
Online Nonnegative CP-dictionary Learning for Markovian Data
Hanbaek Lyu · Christopher Strohmeier · Deanna Needell
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1008
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder
Tomojit Ghosh · Michael Kirby
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1007
Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization
Feihu Huang · Shangqian Gao · Jian Pei · Heng Huang
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1006
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models
Subhabrata Majumdar · George Michailidis
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1005
[Re] Explaining in Style: Training a GAN to explain a classifier in StyleSpace
Noah van der Vleuten · Tadija Radusinović · Rick Akkerman · Meilina Reksoprodjo
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1004
[Re] Replication Study of DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
Velizar Shulev · Paul Verhagen · Shuai Wang · Jennifer Zhuge
Poster
Tue Nov 29 02:00 PM -- 04:00 PM (PST) @ Hall J #1003
[Re] Value Alignment Verification
Siba Smarak Panigrahi · Sohan Patnaik