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Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1002
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
Ines Chami · Sami Abu-El-Haija · Bryan Perozzi · Christopher Ré · Kevin Murphy
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #101
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics
Harsh Rangwani · shrinivas ramasubramanian · Sho Takemori · Kato Takashi · Yuhei Umeda · Venkatesh Babu R
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #103
Discovering and Overcoming Limitations of Noise-engineered Data-free Knowledge Distillation
Piyush Raikwar · Deepak Mishra
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #105
Exploration via Elliptical Episodic Bonuses
Mikael Henaff · Roberta Raileanu · Minqi Jiang · Tim Rocktäschel
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #107
Uni[MASK]: Unified Inference in Sequential Decision Problems
Micah Carroll · Orr Paradise · Jessy Lin · Raluca Georgescu · Mingfei Sun · David Bignell · Stephanie Milani · Katja Hofmann · Matthew Hausknecht · Anca Dragan · Sam Devlin
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #108
Learning to Navigate Wikipedia by Taking Random Walks
Manzil Zaheer · Kenneth Marino · Will Grathwohl · John Schultz · Wendy Shang · Sheila Babayan · Arun Ahuja · Ishita Dasgupta · Christine Kaeser-Chen · Rob Fergus
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #109
Reinforcement Learning with Neural Radiance Fields
Danny Driess · Ingmar Schubert · Pete Florence · Yunzhu Li · Marc Toussaint
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #110
Few-Shot Audio-Visual Learning of Environment Acoustics
Sagnik Majumder · Changan Chen · Ziad Al-Halah · Kristen Grauman
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #111
You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments
Keiran Paster · Sheila McIlraith · Jimmy Ba
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #112
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
Sanket Shah · Kai Wang · Bryan Wilder · Andrew Perrault · Milind Tambe
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #113
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation
Yao Qin · Chiyuan Zhang · Ting Chen · Balaji Lakshminarayanan · Alex Beutel · Xuezhi Wang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #114
Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
Ignacio Peis · Chao Ma · José Miguel Hernández-Lobato
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #115
Local Latent Space Bayesian Optimization over Structured Inputs
Natalie Maus · Haydn Jones · Juston Moore · Matt Kusner · John Bradshaw · Jacob Gardner
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #116
Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers
Ganchao Wei · Ian H Stevenson · Xiaojing Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #117
Spherical Channels for Modeling Atomic Interactions
Larry Zitnick · Abhishek Das · Adeesh Kolluru · Janice Lan · Muhammed Shuaibi · Anuroop Sriram · Zachary Ulissi · Brandon Wood
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #118
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning
Setareh Cohan · Nam Hee Kim · David Rolnick · Michiel van de Panne
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #119
A General Framework for Auditing Differentially Private Machine Learning
Fred Lu · Joseph Munoz · Maya Fuchs · Tyler LeBlond · Elliott Zaresky-Williams · Edward Raff · Francis Ferraro · Brian Testa
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #120
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis
Shichong Peng · Seyed Alireza Moazenipourasil · Ke Li
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #121
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
Lorenzo Bonicelli · Matteo Boschini · Angelo Porrello · Concetto Spampinato · SIMONE CALDERARA
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #122
Efficient Non-Parametric Optimizer Search for Diverse Tasks
Ruochen Wang · Yuanhao Xiong · Minhao Cheng · Cho-Jui Hsieh
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #123
Transform Once: Efficient Operator Learning in Frequency Domain
Michael Poli · Stefano Massaroli · Federico Berto · Jinkyoo Park · Tri Dao · Christopher Ré · Stefano Ermon
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #124
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection
James Enouen · Yan Liu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #125
Meta-Learning Dynamics Forecasting Using Task Inference
Rui Wang · Robin Walters · Rose Yu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #126
Implicit Neural Representations with Levels-of-Experts
Zekun Hao · Arun Mallya · Serge Belongie · Ming-Yu Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #127
Towards Theoretically Inspired Neural Initialization Optimization
Yibo Yang · Hong Wang · Haobo Yuan · Zhouchen Lin
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #128
Improving GANs with A Dynamic Discriminator
Ceyuan Yang · Yujun Shen · Yinghao Xu · Deli Zhao · Bo Dai · Bolei Zhou
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #129
Towards Learning Universal Hyperparameter Optimizers with Transformers
Yutian Chen · Xingyou Song · Chansoo Lee · Zi Wang · Richard Zhang · David Dohan · Kazuya Kawakami · Greg Kochanski · Arnaud Doucet · Marc'Aurelio Ranzato · Sagi Perel · Nando de Freitas
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #130
Graph Self-supervised Learning with Accurate Discrepancy Learning
Dongki Kim · Jinheon Baek · Sung Ju Hwang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #131
A2: Efficient Automated Attacker for Boosting Adversarial Training
Zhuoer Xu · Guanghui Zhu · Changhua Meng · shiwen cui · Zhenzhe Ying · Weiqiang Wang · Ming GU · Yihua Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #133
Boosting Out-of-distribution Detection with Typical Features
Yao Zhu · YueFeng Chen · Chuanlong Xie · Xiaodan Li · Rong Zhang · Hui Xue' · Xiang Tian · bolun zheng · Yaowu Chen
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #134
Unified Optimal Transport Framework for Universal Domain Adaptation
Wanxing Chang · Ye Shi · Hoang Tuan · Jingya Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #135
Geometric Order Learning for Rank Estimation
Seon-Ho Lee · Nyeong Ho Shin · Chang-Su Kim
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #136
MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching
Yan Huang · Yuming Wang · Yunan Zeng · Liang Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #137
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
Hanoona Bangalath · Muhammad Maaz · Muhammad Uzair Khattak · Salman Khan · Fahad Shahbaz Khan
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #138
Meta-Learning with Self-Improving Momentum Target
Jihoon Tack · Jongjin Park · Hankook Lee · Jaeho Lee · Jinwoo Shin
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #139
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models
Wenbo Su · Yuanxing Zhang · Yufeng Cai · Kaixu Ren · Pengjie Wang · Huimin Yi · Yue Song · Jing Chen · Hongbo Deng · Jian Xu · Lin Qu · Bo Zheng
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #140
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference
Ran Ran · Wei Wang · Quan Gang · Jieming Yin · Nuo Xu · Wujie Wen
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #141
Semi-supervised Vision Transformers at Scale
Zhaowei Cai · Avinash Ravichandran · Paolo Favaro · Manchen Wang · Davide Modolo · Rahul Bhotika · Zhuowen Tu · Stefano Soatto
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #142
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
Shoufa Chen · Chongjian GE · Zhan Tong · Jiangliu Wang · Yibing Song · Jue Wang · Ping Luo
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #242
Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively
Haojie Zhang · Ge Li · Jia Li · Zhongjin Zhang · YUQI ZHU · Zhi Jin
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #241
Self-Supervised Visual Representation Learning with Semantic Grouping
Xin Wen · Bingchen Zhao · Anlin Zheng · Xiangyu Zhang · Xiaojuan Qi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #240
Geometry-aware Two-scale PIFu Representation for Human Reconstruction
Zheng Dong · Ke Xu · Ziheng Duan · Hujun Bao · Weiwei Xu · Rynson Lau
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #239
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning
Bolivar Solarte · Chin-Hsuan Wu · Yueh-Cheng Liu · Yi-Hsuan Tsai · Min Sun
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #238
FeLMi : Few shot Learning with hard Mixup
Aniket Roy · Anshul Shah · Ketul Shah · Prithviraj Dhar · Anoop Cherian · Rama Chellappa
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #237
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
Massimiliano Patacchiola · John Bronskill · Aliaksandra Shysheya · Katja Hofmann · Sebastian Nowozin · Richard Turner
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #236
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks
Hongjoon Ahn · Yongyi Yang · Quan Gan · Taesup Moon · David P Wipf
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #235
One-shot Neural Backdoor Erasing via Adversarial Weight Masking
Shuwen Chai · Jinghui Chen
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #234
BILCO: An Efficient Algorithm for Joint Alignment of Time Series
Xuelong Mi · Mengfan Wang · Alex Chen · Jing-Xuan Lim · Yizhi Wang · Misha B Ahrens · Guoqiang Yu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #233
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness
Xiaojun Xu · Linyi Li · Bo Li
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #232
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation
Kien Do · Thai Hung Le · Dung Nguyen · Dang Nguyen · HARIPRIYA HARIKUMAR · Truyen Tran · Santu Rana · Svetha Venkatesh
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #231
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning
Lijun Zhang · Xiao Liu · Hui Guan
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #230
Learning to Discover and Detect Objects
Vladimir Fomenko · Ismail Elezi · Deva Ramanan · Laura Leal-Taixé · Aljosa Osep
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #229
Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation
Ioana Bica · Mihaela van der Schaar
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #228
Unsupervised Learning of Group Invariant and Equivariant Representations
Robin Winter · Marco Bertolini · Tuan Le · Frank Noe · Djork-Arné Clevert
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #227
Towards Understanding Grokking: An Effective Theory of Representation Learning
Ziming Liu · Ouail Kitouni · Niklas S Nolte · Eric Michaud · Max Tegmark · Mike Williams
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #226
DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body
Alberto Silvio Chiappa · Alessandro Marin Vargas · Alexander Mathis
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #225
Decentralized Training of Foundation Models in Heterogeneous Environments
Binhang Yuan · Yongjun He · Jared Davis · Tianyi Zhang · Tri Dao · Beidi Chen · Percy Liang · Christopher Ré · Ce Zhang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #224
Model-based Lifelong Reinforcement Learning with Bayesian Exploration
Haotian Fu · Shangqun Yu · Michael Littman · George Konidaris
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #223
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation
Peide Huang · Mengdi Xu · Jiacheng Zhu · Laixi Shi · Fei Fang · DING ZHAO
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #222
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning
A. Tuan Nguyen · Philip Torr · Ser Nam Lim
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #221
Sample-Then-Optimize Batch Neural Thompson Sampling
Zhongxiang Dai · YAO SHU · Bryan Kian Hsiang Low · Patrick Jaillet
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #220
Improving Diffusion Models for Inverse Problems using Manifold Constraints
Hyungjin Chung · Byeongsu Sim · Dohoon Ryu · Jong Chul Ye
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #219
FedAvg with Fine Tuning: Local Updates Lead to Representation Learning
Liam Collins · Hamed Hassani · Aryan Mokhtari · Sanjay Shakkottai
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #218
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition
Daeha Kim · Byung Cheol Song
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #217
Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization
Huaibo Huang · Xiaoqiang Zhou · Ran He
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #216
Jump Self-attention: Capturing High-order Statistics in Transformers
Haoyi Zhou · Siyang Xiao · Shanghang Zhang · Jieqi Peng · Shuai Zhang · Jianxin Li
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #215
Flamingo: a Visual Language Model for Few-Shot Learning
Jean-Baptiste Alayrac · Jeff Donahue · Pauline Luc · Antoine Miech · Iain Barr · Yana Hasson · Karel Lenc · Arthur Mensch · Katherine Millican · Malcolm Reynolds · Roman Ring · Eliza Rutherford · Serkan Cabi · Tengda Han · Zhitao Gong · Sina Samangooei · Marianne Monteiro · Jacob L Menick · Sebastian Borgeaud · Andy Brock · Aida Nematzadeh · Sahand Sharifzadeh · Mikołaj Bińkowski · Ricardo Barreira · Oriol Vinyals · Andrew Zisserman · Karén Simonyan
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #214
Visual Prompting via Image Inpainting
Amir Bar · Yossi Gandelsman · Trevor Darrell · Amir Globerson · Alexei Efros
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #213
MAtt: A Manifold Attention Network for EEG Decoding
Yue-Ting Pan · Jing-Lun Chou · Chun-Shu Wei
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #212
Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network
Giyoung Jeon · Haedong Jeong · Jaesik Choi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #211
Visual Concepts Tokenization
Tao Yang · Yuwang Wang · Yan Lu · Nanning Zheng
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #210
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
Linhao Qu · xiaoyuan luo · Manning Wang · Zhijian Song
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #209
HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis
Sang-Hoon Lee · Seung-Bin Kim · Ji-Hyun Lee · Eunwoo Song · Min-Jae Hwang · Seong-Whan Lee
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #208
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
Dongze Lian · Daquan Zhou · Jiashi Feng · Xinchao Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #207
Weighted Mutual Learning with Diversity-Driven Model Compression
Miao Zhang · Li Wang · David Campos · Wei Huang · Chenjuan Guo · Bin Yang
[ Slides [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #206
Understanding Benign Overfitting in Gradient-Based Meta Learning
Lisha Chen · Songtao Lu · Tianyi Chen
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #205
Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack
Tian Yu Liu · Yu Yang · Baharan Mirzasoleiman
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #204
TransTab: Learning Transferable Tabular Transformers Across Tables
Zifeng Wang · Jimeng Sun
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #203
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
Yue Tan · Guodong Long · Jie Ma · LU LIU · Tianyi Zhou · Jing Jiang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #202
Multi-objective Deep Data Generation with Correlated Property Control
Shiyu Wang · Xiaojie Guo · Xuanyang Lin · Bo Pan · Yuanqi Du · Yinkai Wang · Yanfang Ye · Ashley Petersen · Austin Leitgeb · Saleh Alkhalifa · Kevin Minbiole · William M. Wuest · Amarda Shehu · Liang Zhao
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #201
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
Ruijie Wang · Zheng Li · Dachun Sun · Shengzhong Liu · Jinning Li · Bing Yin · Tarek Abdelzaher
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #200
The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design
Ruoyu Cheng · Xianglong Lyu · Yang Li · Junjie Ye · Jianye Hao · Junchi Yan
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #300
Staircase Attention for Recurrent Processing of Sequences
Da JU · Stephen Roller · Sainbayar Sukhbaatar · Jason E Weston
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #302
On the Stability and Scalability of Node Perturbation Learning
Naoki Hiratani · Yash Mehta · Timothy Lillicrap · Peter E Latham
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #303
Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity
Abhishek Gupta · Aldo Pacchiano · Yuexiang Zhai · Sham Kakade · Sergey Levine
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #304
Doubly Robust Counterfactual Classification
Kwangho Kim · Edward Kennedy · Jose Zubizarreta
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #305
PlasticityNet: Learning to Simulate Metal, Sand, and Snow for Optimization Time Integration
Xuan Li · Yadi Cao · Minchen Li · Yin Yang · Craig Schroeder · Chenfanfu Jiang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #306
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection
Abir De · Soumen Chakrabarti
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #307
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
Shengpu Tang · Maggie Makar · Michael Sjoding · Finale Doshi-Velez · Jenna Wiens
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #308
Learning to Branch with Tree MDPs
Lara Scavuzzo · Feng Chen · Didier Chetelat · Maxime Gasse · Andrea Lodi · Neil Yorke-Smith · Karen Aardal
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #309
Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers
Sejun Park · Umut Simsekli · Murat Erdogdu
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #310
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression
Liangzu Peng · Christian Kümmerle · Rene Vidal
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #311
A Unifying Framework for Online Optimization with Long-Term Constraints
Matteo Castiglioni · Andrea Celli · Alberto Marchesi · Giulia Romano · Nicola Gatti
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #312
Beyond IID: data-driven decision-making in heterogeneous environments
Omar Besbes · Will Ma · Omar Mouchtaki
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #313
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel
Yutong Wang · Clay Scott
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #314
Optimal Efficiency-Envy Trade-Off via Optimal Transport
Steven Yin · Christian Kroer
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #315
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
Jinglin Chen · Aditya Modi · Akshay Krishnamurthy · Nan Jiang · Alekh Agarwal
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #316
On the Epistemic Limits of Personalized Prediction
Lucas Monteiro Paes · Carol Long · Berk Ustun · Flavio Calmon
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #317
Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees
Daniil Tiapkin · Denis Belomestny · Daniele Calandriello · Eric Moulines · Remi Munos · Alexey Naumov · Mark Rowland · Michal Valko · Pierre Ménard
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #318
Multi-Class $H$-Consistency Bounds
Pranjal Awasthi · Anqi Mao · Mehryar Mohri · Yutao Zhong
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #319
Debiased Machine Learning without Sample-Splitting for Stable Estimators
Qizhao Chen · Vasilis Syrgkanis · Morgane Austern
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #320
The Sample Complexity of One-Hidden-Layer Neural Networks
Gal Vardi · Ohad Shamir · Nati Srebro
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #321
coVariance Neural Networks
Saurabh Sihag · Gonzalo Mateos · Corey McMillan · Alejandro Ribeiro
[ Slides [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #322
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
Dennis Wei · Rahul Nair · Amit Dhurandhar · Kush Varshney · Elizabeth Daly · Moninder Singh
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #323
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
Tao Liu · P. R. Kumar · Ruida Zhou · Xi Liu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #324
Adaptive Data Debiasing through Bounded Exploration
Yifan Yang · Yang Liu · Parinaz Naghizadeh
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #325
Enhancing Safe Exploration Using Safety State Augmentation
Aivar Sootla · Alexander Cowen-Rivers · Jun Wang · Haitham Bou Ammar
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #326
Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions
Wei Zhang · Yanjun Han · Zhengyuan Zhou · Aaron Flores · Tsachy Weissman
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #327
Off-Policy Evaluation for Action-Dependent Non-stationary Environments
Yash Chandak · Shiv Shankar · Nathaniel Bastian · Bruno da Silva · Emma Brunskill · Philip Thomas
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #328
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression
Xinmeng Huang · Yiming Chen · Wotao Yin · Kun Yuan
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #329
Bounding and Approximating Intersectional Fairness through Marginal Fairness
Mathieu Molina · Patrick Loiseau
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #330
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints
Justin Whitehouse · Aaditya Ramdas · Steven Wu · Ryan Rogers
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #331
Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays
Konstantin Mishchenko · Francis Bach · Mathieu Even · Blake Woodworth
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #332
A Reduction to Binary Approach for Debiasing Multiclass Datasets
Ibrahim Alabdulmohsin · Jessica Schrouff · Sanmi Koyejo
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #333
Post-hoc estimators for learning to defer to an expert
Harikrishna Narasimhan · Wittawat Jitkrittum · Aditya Menon · Ankit Rawat · Sanjiv Kumar
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #334
A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases
James Harrison · Luke Metz · Jascha Sohl-Dickstein
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #335
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
Jingfeng Wu · Difan Zou · Vladimir Braverman · Quanquan Gu · Sham Kakade
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #336
Policy Gradient With Serial Markov Chain Reasoning
Edoardo Cetin · Oya Celiktutan
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #337
Beyond neural scaling laws: beating power law scaling via data pruning
Ben Sorscher · Robert Geirhos · Shashank Shekhar · Surya Ganguli · Ari Morcos
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #338
Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning
Dieqiao Feng · Carla Gomes · Bart Selman
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #339
Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game
Guiliang Liu · Yudong Luo · Oliver Schulte · Pascal Poupart
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #340
Structure-Aware Image Segmentation with Homotopy Warping
Xiaoling Hu
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #341
PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery
Yasmin Salehi · Dennis Giannacopoulos
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #342
Generating Long Videos of Dynamic Scenes
Tim Brooks · Janne Hellsten · Miika Aittala · Ting-Chun Wang · Timo Aila · Jaakko Lehtinen · Ming-Yu Liu · Alexei Efros · Tero Karras
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #442
Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning
Yitian Hong · Yaochu Jin · Yang Tang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #441
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias
Zihan Liu · Yun Luo · Lirong Wu · Zicheng Liu · Stan Z. Li
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #440
SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance
Edouard YVINEC · Arnaud Dapogny · Matthieu Cord · Kevin Bailly
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #439
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs
Djordje Miladinovic · Kumar Shridhar · Kushal Jain · Max Paulus · Joachim M Buhmann · Carl Allen
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #438
Torsional Diffusion for Molecular Conformer Generation
Bowen Jing · Gabriele Corso · Jeffrey Chang · Regina Barzilay · Tommi Jaakkola
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #437
Personalized Online Federated Learning with Multiple Kernels
Pouya M. Ghari · Yanning Shen
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #436
Normalizing Flows for Knockoff-free Controlled Feature Selection
Derek Hansen · Brian Manzo · Jeffrey Regier
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #435
Efficiency Ordering of Stochastic Gradient Descent
Jie Hu · Vishwaraj Doshi · Do-Young Eun
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #434
Learning Bipartite Graphs: Heavy Tails and Multiple Components
José Vinícius de Miranda Cardoso · Jiaxi Ying · Daniel Palomar
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #433
Batch Bayesian optimisation via density-ratio estimation with guarantees
Rafael Oliveira · Louis Tiao · Fabio Ramos
[ Slides [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #432
Discovery of Single Independent Latent Variable
Uri Shaham · Jonathan Svirsky · Ori Katz · Ronen Talmon
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #431
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
Michael Poli · Winnie Xu · Stefano Massaroli · Chenlin Meng · Kuno Kim · Stefano Ermon
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #430
Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction
Hansheng Xue · Vaibhav Rajan · Yu Lin
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #429
Better Uncertainty Calibration via Proper Scores for Classification and Beyond
Sebastian Gruber · Florian Buettner
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #428
Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations
Alexander Immer · Tycho van der Ouderaa · Gunnar Rätsch · Vincent Fortuin · Mark van der Wilk
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #427
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior
James Gardner · Bernhard Egger · William Smith
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #426
Understanding Programmatic Weak Supervision via Source-aware Influence Function
Jieyu Zhang · Haonan Wang · Cheng-Yu Hsieh · Alexander Ratner
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #425
CoPur: Certifiably Robust Collaborative Inference via Feature Purification
Jing Liu · Chulin Xie · Sanmi Koyejo · Bo Li
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #424
TA-GATES: An Encoding Scheme for Neural Network Architectures
Xuefei Ning · Zixuan Zhou · Junbo Zhao · Tianchen Zhao · Yiping Deng · Changcheng Tang · Shuang Liang · Huazhong Yang · Yu Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #423
MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning
Yao Lai · Yao Mu · Ping Luo
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #422
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons
Yixing Xu · Xinghao Chen · Yunhe Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #421
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
Athresh Karanam · Krishnateja Killamsetty · Harsha Kokel · Rishabh Iyer
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #420
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations
Ivan Marisca · Andrea Cini · Cesare Alippi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #419
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation
Donghyeon Baek · Youngmin Oh · Sanghoon Lee · Junghyup Lee · Bumsub Ham
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #418
Rethinking Value Function Learning for Generalization in Reinforcement Learning
Seungyong Moon · JunYeong Lee · Hyun Oh Song
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #417
Weighted Distillation with Unlabeled Examples
Fotis Iliopoulos · Vasilis Kontonis · Cenk Baykal · Gaurav Menghani · Khoa Trinh · Erik Vee
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #416
A Theoretical View on Sparsely Activated Networks
Cenk Baykal · Nishanth Dikkala · Rina Panigrahy · Cyrus Rashtchian · Xin Wang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #415
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction
Benjamin Kompa · David Bellamy · Tom Kolokotrones · james m robins · Andrew Beam
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #414
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
Yunwen Lei · Rong Jin · Yiming Ying
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #413
A Quantitative Geometric Approach to Neural-Network Smoothness
Zi Wang · Gautam Prakriya · Somesh Jha
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #412
Large-Scale Differentiable Causal Discovery of Factor Graphs
Romain Lopez · Jan-Christian Huetter · Jonathan Pritchard · Aviv Regev
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #411
Off-Team Learning
Brandon Cui · Hengyuan Hu · Andrei Lupu · Samuel Sokota · Jakob Foerster
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #410
Neural Basis Models for Interpretability
Filip Radenovic · Abhimanyu Dubey · Dhruv Mahajan
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #409
Semantic Exploration from Language Abstractions and Pretrained Representations
Allison Tam · Neil Rabinowitz · Andrew Lampinen · Nicholas Roy · Stephanie Chan · DJ Strouse · Jane Wang · Andrea Banino · Felix Hill
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #408
Deconfounded Representation Similarity for Comparison of Neural Networks
Tianyu Cui · Yogesh Kumar · Pekka Marttinen · Samuel Kaski
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #407
If Influence Functions are the Answer, Then What is the Question?
Juhan Bae · Nathan Ng · Alston Lo · Marzyeh Ghassemi · Roger Grosse
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #406
Early Stage Convergence and Global Convergence of Training Mildly Parameterized Neural Networks
Mingze Wang · Chao Ma
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #405
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments
Yining Chen · Elan Rosenfeld · Mark Sellke · Tengyu Ma · Andrej Risteski
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #404
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
Soon Hoe Lim · Yijun Wan · Umut Simsekli
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #403
Challenging Common Assumptions in Convex Reinforcement Learning
Mirco Mutti · Riccardo De Santi · Piersilvio De Bartolomeis · Marcello Restelli
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #402
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification
Takumi Tanabe · Rei Sato · Kazuto Fukuchi · Jun Sakuma · Youhei Akimoto
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #502
Contrastive Neural Ratio Estimation
Benjamin K Miller · Christoph Weniger · Patrick Forré
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #503
Symmetry Teleportation for Accelerated Optimization
Bo Zhao · Nima Dehmamy · Robin Walters · Rose Yu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #504
VectorAdam for Rotation Equivariant Geometry Optimization
Selena Zihan Ling · Nicholas Sharp · Alec Jacobson
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #505
Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
Siavash Golkar · Tiberiu Tesileanu · Yanis Bahroun · Anirvan Sengupta · Dmitri Chklovskii
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #143
Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics
Cristopher Salvi · Maud Lemercier · Andris Gerasimovics
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #506
Fault-Aware Neural Code Rankers
Jeevana Priya Inala · Chenglong Wang · Mei Yang · Andres Codas · Mark Encarnación · Shuvendu Lahiri · Madanlal Musuvathi · Jianfeng Gao
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #507
End-to-end Symbolic Regression with Transformers
Pierre-alexandre Kamienny · Stéphane d'Ascoli · Guillaume Lample · Francois Charton
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #508
Masked Prediction: A Parameter Identifiability View
Bingbin Liu · Daniel Hsu · Pradeep Ravikumar · Andrej Risteski
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #509
Moment Distributionally Robust Tree Structured Prediction
Yeshu Li · Danyal Saeed · Xinhua Zhang · Brian Ziebart · Kevin Gimpel
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #510
Inference and Sampling for Archimax Copulas
Yuting Ng · Ali Hasan · Vahid Tarokh
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #511
Operative dimensions in unconstrained connectivity of recurrent neural networks
Renate Krause · Matthew Cook · Sepp Kollmorgen · Valerio Mante · Giacomo Indiveri
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #512
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch
Hossein Souri · Liam Fowl · Rama Chellappa · Micah Goldblum · Tom Goldstein
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #513
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason Wei · Xuezhi Wang · Dale Schuurmans · Maarten Bosma · brian ichter · Fei Xia · Ed Chi · Quoc V Le · Denny Zhou
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #514
Flexible Diffusion Modeling of Long Videos
William Harvey · Saeid Naderiparizi · Vaden Masrani · Christian Weilbach · Frank Wood
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #515
Free Probability for predicting the performance of feed-forward fully connected neural networks
Reda CHHAIBI · Tariq Daouda · Ezechiel Kahn
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #516
Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?
Leon Gerard · Michael Scherbela · Philipp Marquetand · Philipp Grohs
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #517
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
Guillaume Huguet · Daniel Sumner Magruder · Alexander Tong · Oluwadamilola Fasina · Manik Kuchroo · Guy Wolf · Smita Krishnaswamy
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #518
Reinforcement Learning with a Terminator
Guy Tennenholtz · Nadav Merlis · Lior Shani · Shie Mannor · Uri Shalit · Gal Chechik · Assaf Hallak · Gal Dalal
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #519
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data
Tiantian Fang · Ruoyu Sun · Alex Schwing
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #520
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
Muning Wen · Jakub Kuba · Runji Lin · Weinan Zhang · Ying Wen · Jun Wang · Yaodong Yang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #521
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
Cansu Sancaktar · Sebastian Blaes · Georg Martius
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #522
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
Katja Schwarz · Axel Sauer · Michael Niemeyer · Yiyi Liao · Andreas Geiger
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #523
Symmetry-induced Disentanglement on Graphs
Giangiacomo Mercatali · Andre Freitas · Vikas Garg
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #524
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries
Aryan Pedawi · Pawel Gniewek · Chaoyi Chang · Brandon Anderson · Henry van den Bedem
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #525
STaR: Bootstrapping Reasoning With Reasoning
Eric Zelikman · Yuhuai Wu · Jesse Mu · Noah Goodman
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #526
Learning Physics Constrained Dynamics Using Autoencoders
Tsung-Yen Yang · Justinian Rosca · Karthik Narasimhan · Peter J Ramadge
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #527
LAMP: Extracting Text from Gradients with Language Model Priors
Mislav Balunovic · Dimitar Dimitrov · Nikola Jovanović · Martin Vechev
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #528
Imbalance Trouble: Revisiting Neural-Collapse Geometry
Christos Thrampoulidis · Ganesh Ramachandra Kini · Vala Vakilian · Tina Behnia
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #529
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
Limei Wang · Yi Liu · Yuchao Lin · Haoran Liu · Shuiwang Ji
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #530
Improved Imaging by Invex Regularizers with Global Optima Guarantees
Samuel Pinilla · Tingting Mu · Neil Bourne · Jeyan Thiyagalingam
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #531
Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative Machine Learning
Quoc Phong Nguyen · Bryan Kian Hsiang Low · Patrick Jaillet
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #532
Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback
Yan Dai · Haipeng Luo · Liyu Chen
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #533
Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context
Osama Hanna · Lin Yang · Christina Fragouli
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #534
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions
Shubham Gupta · Ambedkar Dukkipati
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #535
Adversarial Reprogramming Revisited
Matthias Englert · Ranko Lazic
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #536
AutoML Two-Sample Test
Jonas M. Kübler · Vincent Stimper · Simon Buchholz · Krikamol Muandet · Bernhard Schölkopf
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #537
A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
Zhenyu Sun · Ermin Wei
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #538
Randomized Sketches for Clustering: Fast and Optimal Kernel $k$-Means
Rong Yin · Yong Liu · Weiping Wang · Dan Meng
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #539
On-Demand Sampling: Learning Optimally from Multiple Distributions
Nika Haghtalab · Michael Jordan · Eric Zhao
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #540
Constrained Langevin Algorithms with L-mixing External Random Variables
Yuping Zheng · Andrew Lamperski
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #541
Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization
Tianyi Lin · Zeyu Zheng · Michael Jordan
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #542
Fair Wrapping for Black-box Predictions
Alexander Soen · Ibrahim Alabdulmohsin · Sanmi Koyejo · Yishay Mansour · Nyalleng Moorosi · Richard Nock · Ke Sun · Lexing Xie
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #642
Do Residual Neural Networks discretize Neural Ordinary Differential Equations?
Michael Sander · Pierre Ablin · Gabriel Peyré
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #641
Recipe for a General, Powerful, Scalable Graph Transformer
Ladislav Rampášek · Michael Galkin · Vijay Prakash Dwivedi · Anh Tuan Luu · Guy Wolf · Dominique Beaini
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #640
Confident Adaptive Language Modeling
Tal Schuster · Adam Fisch · Jai Gupta · Mostafa Dehghani · Dara Bahri · Vinh Tran · Yi Tay · Donald Metzler
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #639
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
Li-Cheng Lan · Huan Zhang · Ti-Rong Wu · Meng-Yu Tsai · I-Chen Wu · Cho-Jui Hsieh
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #638
Non-rigid Point Cloud Registration with Neural Deformation Pyramid
YANG LI · Tatsuya Harada
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #637
Peripheral Vision Transformer
Juhong Min · Yucheng Zhao · Chong Luo · Minsu Cho
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #636
Mind Reader: Reconstructing complex images from brain activities
Sikun Lin · Thomas Sprague · Ambuj K Singh
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #635
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
Jian Wang · Chenhui Gou · Qiman Wu · Haocheng Feng · Junyu Han · Errui Ding · Jingdong Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #634
Few-shot Relational Reasoning via Connection Subgraph Pretraining
Qian Huang · Hongyu Ren · Jure Leskovec
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #633
ASPiRe: Adaptive Skill Priors for Reinforcement Learning
Mengda Xu · Manuela Veloso · Shuran Song
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #632
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling
Xiaoyang Wu · Yixing Lao · Li Jiang · Xihui Liu · Hengshuang Zhao
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #631
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
hanxue liang · Zhiwen Fan · Rishov Sarkar · Ziyu Jiang · Tianlong Chen · Kai Zou · Yu Cheng · Cong Hao · Zhangyang Wang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #630
Deep Compression of Pre-trained Transformer Models
Naigang Wang · Chi-Chun (Charlie) Liu · Swagath Venkataramani · Sanchari Sen · Chia-Yu Chen · Kaoutar El Maghraoui · Vijayalakshmi (Viji) Srinivasan · Leland Chang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #629
A Variational Edge Partition Model for Supervised Graph Representation Learning
Yilin He · Chaojie Wang · Hao Zhang · Bo Chen · Mingyuan Zhou
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #628
MCMAE: Masked Convolution Meets Masked Autoencoders
Peng Gao · Teli Ma · Hongsheng Li · Ziyi Lin · Jifeng Dai · Yu Qiao
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #627
Neural-Symbolic Entangled Framework for Complex Query Answering
Zezhong Xu · Wen Zhang · Peng Ye · Hui Chen · Huajun Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #626
SwinTrack: A Simple and Strong Baseline for Transformer Tracking
Liting Lin · Heng Fan · Zhipeng Zhang · Yong Xu · Haibin Ling
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #625
OnePose++: Keypoint-Free One-Shot Object Pose Estimation without CAD Models
Xingyi He · Jiaming Sun · Yuang Wang · Di Huang · Hujun Bao · Xiaowei Zhou
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #624
Learning Neural Acoustic Fields
Andrew Luo · Yilun Du · Michael Tarr · Josh Tenenbaum · Antonio Torralba · Chuang Gan
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #623
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
Josh Gardner · Zoran Popovic · Ludwig Schmidt
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #622
Interpolation and Regularization for Causal Learning
Leena Chennuru Vankadara · Luca Rendsburg · Ulrike Luxburg · Debarghya Ghoshdastidar
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #621
Blackbox Attacks via Surrogate Ensemble Search
Zikui Cai · Chengyu Song · Srikanth Krishnamurthy · Amit Roy-Chowdhury · Salman Asif
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #620
Green Hierarchical Vision Transformer for Masked Image Modeling
Lang Huang · Shan You · Mingkai Zheng · Fei Wang · Chen Qian · Toshihiko Yamasaki
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #619
A Practical, Progressively-Expressive GNN
Lingxiao Zhao · Neil Shah · Leman Akoglu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #618
Improving Neural Ordinary Differential Equations with Nesterov's Accelerated Gradient Method
Ho Huu Nghia Nguyen · Tan Nguyen · Huyen Vo · Stanley Osher · Thieu Vo
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #617
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime
Difan Zou · Jingfeng Wu · Vladimir Braverman · Quanquan Gu · Sham Kakade
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #616
Between Stochastic and Adversarial Online Convex Optimization: Improved Regret Bounds via Smoothness
Sarah Sachs · Hedi Hadiji · Tim van Erven · Cristóbal Guzmán
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #615
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs
Khaled Nakhleh · I-Hong Hou
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #614
Learning Symmetric Rules with SATNet
Sangho Lim · Eun-Gyeol Oh · Hongseok Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #613
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex
Charles Lovering · Jessica Forde · George Konidaris · Ellie Pavlick · Michael Littman
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #612
Distributionally Adaptive Meta Reinforcement Learning
Anurag Ajay · Abhishek Gupta · Dibya Ghosh · Sergey Levine · Pulkit Agrawal
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #611
HyperTree Proof Search for Neural Theorem Proving
Guillaume Lample · Timothee Lacroix · Marie-Anne Lachaux · Aurelien Rodriguez · Amaury Hayat · Thibaut Lavril · Gabriel Ebner · Xavier Martinet
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #610
You Only Live Once: Single-Life Reinforcement Learning
Annie Chen · Archit Sharma · Sergey Levine · Chelsea Finn
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #609
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion
Philippe Weinzaepfel · Vincent Leroy · Thomas Lucas · Romain BRÉGIER · Yohann Cabon · Vaibhav ARORA · Leonid Antsfeld · Boris Chidlovskii · Gabriela Csurka · Jerome Revaud
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #608
Are all Frames Equal? Active Sparse Labeling for Video Action Detection
Aayush Rana · Yogesh Rawat
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #607
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
Vindula Jayawardana · Catherine Tang · Sirui Li · Dajiang Suo · Cathy Wu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #606
Diffusion-LM Improves Controllable Text Generation
Xiang Li · John Thickstun · Ishaan Gulrajani · Percy Liang · Tatsunori Hashimoto
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #605
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
Santiago Cuervo · Adrian Lancucki · Ricard Marxer · Paweł Rychlikowski · Jan Chorowski
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #604
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
Steffen Schotthöfer · Emanuele Zangrando · Jonas Kusch · Gianluca Ceruti · Francesco Tudisco
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #603
Stochastic Adaptive Activation Function
Kyungsu Lee · Jaeseung Yang · Haeyun Lee · Jae Youn Hwang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #602
Benefits of Permutation-Equivariance in Auction Mechanisms
Tian Qin · Fengxiang He · Dingfeng Shi · Wenbing Huang · Dacheng Tao
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #701
Random Sharpness-Aware Minimization
Yong Liu · Siqi Mai · Minhao Cheng · Xiangning Chen · Cho-Jui Hsieh · Yang You
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #702
On-Device Training Under 256KB Memory
Ji Lin · Ligeng Zhu · Wei-Ming Chen · Wei-Chen Wang · Chuang Gan · Song Han
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #703
Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching
Wonyong Jeong · Sung Ju Hwang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #704
A Closer Look at Prototype Classifier for Few-shot Image Classification
Mingcheng Hou · Issei Sato
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #705
On the Strong Correlation Between Model Invariance and Generalization
Weijian Deng · Stephen Gould · Liang Zheng
[ Slides [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #706
“Why Not Other Classes?”: Towards Class-Contrastive Back-Propagation Explanations
Yipei Wang · Xiaoqian Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #707
Parameter-Efficient Masking Networks
Yue Bai · Huan Wang · Xu Ma · Yitian Zhang · Zhiqiang Tao · Yun Fu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #708
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training
Pau de Jorge Aranda · Adel Bibi · Riccardo Volpi · Amartya Sanyal · Philip Torr · Gregory Rogez · Puneet Dokania
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #709
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
Qishi Dong · Awais Muhammad · Fengwei Zhou · Chuanlong Xie · Tianyang Hu · Yongxin Yang · Sung-Ho Bae · Zhenguo Li
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #710
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement
Ning Xu · Congyu Qiao · Jiaqi Lv · Xin Geng · Min-Ling Zhang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #711
Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters
Kamyar Ghasemipour · Shixiang (Shane) Gu · Ofir Nachum
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #712
Identifiability of deep generative models without auxiliary information
Bohdan Kivva · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #713
Beyond spectral gap: the role of the topology in decentralized learning
Thijs Vogels · Hadrien Hendrikx · Martin Jaggi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #714
Change-point Detection for Sparse and Dense Functional Data in General Dimensions
Carlos Misael Madrid Padilla · Daren Wang · Zifeng Zhao · Yi Yu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #715
Invariant and Transportable Representations for Anti-Causal Domain Shifts
Yibo Jiang · Victor Veitch
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #716
Robust Feature-Level Adversaries are Interpretability Tools
Stephen Casper · Max Nadeau · Dylan Hadfield-Menell · Gabriel Kreiman
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #717
Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks
Agustinus Kristiadi · Runa Eschenhagen · Philipp Hennig
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #718
Anonymous Bandits for Multi-User Systems
Hossein Esfandiari · Vahab Mirrokni · Jon Schneider
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #719
Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize
Xinyi Hu · Jasper Lee · Jimmy Lee · Allen Z. Zhong
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #720
Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
Alekh Agarwal · Tong Zhang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #722
Reproducibility in Optimization: Theoretical Framework and Limits
Kwangjun Ahn · Prateek Jain · Ziwei Ji · Satyen Kale · Praneeth Netrapalli · Gil I Shamir
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #723
Adversarial Robustness is at Odds with Lazy Training
Yunjuan Wang · Enayat Ullah · Poorya Mianjy · Raman Arora
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #724
The Curse of Unrolling: Rate of Differentiating Through Optimization
Damien Scieur · Gauthier Gidel · Quentin Bertrand · Fabian Pedregosa
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #725
On the Theoretical Properties of Noise Correlation in Stochastic Optimization
Aurelien Lucchi · Frank Proske · Antonio Orvieto · Francis Bach · Hans Kersting
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #726
Support Recovery in Sparse PCA with Incomplete Data
Hanbyul Lee · Qifan Song · Jean Honorio
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #727
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits
Tianyuan Jin · Pan Xu · Xiaokui Xiao · Anima Anandkumar
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #728
A gradient estimator via L1-randomization for online zero-order optimization with two point feedback
Arya Akhavan · Evgenii Chzhen · Massimiliano Pontil · Alexandre Tsybakov
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #729
Hypothesis Testing for Differentially Private Linear Regression
Daniel Alabi · Salil Vadhan
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #730
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
Tian-Zuo Wang · Tian Qin · Zhi-Hua Zhou
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #731
One for All: Simultaneous Metric and Preference Learning over Multiple Users
Gregory Canal · Blake Mason · Ramya Korlakai Vinayak · Robert Nowak
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #732
AdaFocal: Calibration-aware Adaptive Focal Loss
Arindam Ghosh · Thomas Schaaf · Matthew Gormley
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #734
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game
Zhiyuan Yao · Zihan Ding
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #735
Fair Ranking with Noisy Protected Attributes
Anay Mehrotra · Nisheeth Vishnoi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #736
Off-Policy Evaluation with Deficient Support Using Side Information
Nicolò Felicioni · Maurizio Ferrari Dacrema · Marcello Restelli · Paolo Cremonesi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #737
How to talk so AI will learn: Instructions, descriptions, and autonomy
Theodore Sumers · Robert Hawkins · Mark Ho · Tom Griffiths · Dylan Hadfield-Menell
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #738
Capturing Failures of Large Language Models via Human Cognitive Biases
Erik Jones · Jacob Steinhardt
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #739
A time-resolved theory of information encoding in recurrent neural networks
Rainer Engelken · Sven Goedeke
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #740
Learning Chaotic Dynamics in Dissipative Systems
Zongyi Li · Miguel Liu-Schiaffini · Nikola Kovachki · Kamyar Azizzadenesheli · Burigede Liu · Kaushik Bhattacharya · Andrew Stuart · Anima Anandkumar
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #741
On Elimination Strategies for Bandit Fixed-Confidence Identification
Andrea Tirinzoni · Rémy Degenne
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #742
(Optimal) Online Bipartite Matching with Degree Information
Anders Aamand · Justin Chen · Piotr Indyk
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #842
Scalable and Efficient Non-adaptive Deterministic Group Testing
Dariusz Kowalski · Dominik Pajak
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #840
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap
Luca Pesce · Bruno Loureiro · Florent Krzakala · Lenka Zdeborová
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #839
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation
Philip Amortila · Nan Jiang · Dhruv Madeka · Dean Foster
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #838
Sample Complexity of Learning Heuristic Functions for Greedy-Best-First and A* Search
Shinsaku Sakaue · Taihei Oki
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #837
Distributionally Robust Optimization via Ball Oracle Acceleration
Yair Carmon · Danielle Hausler
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #836
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
Billy Jin · Will Ma
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #835
GraB: Finding Provably Better Data Permutations than Random Reshuffling
Yucheng Lu · Wentao Guo · Christopher De Sa
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #834
House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography
Xudong Pan · Shengyao Zhang · Mi Zhang · Yifan Yan · Min Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #833
A Causal Analysis of Harm
Sander Beckers · Hana Chockler · Joseph Halpern
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #831
Simple Mechanisms for Welfare Maximization in Rich Advertising Auctions
Gagan Aggarwal · Kshipra Bhawalkar · Aranyak Mehta · Divyarthi Mohan · Alexandros Psomas
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #830
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice
Marcus Nordstrom · Henrik Hult · Fredrik Löfman · Jonas Söderberg
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #829
Online Algorithms for the Santa Claus Problem
Max Springer · MohammadTaghi Hajiaghayi · Debmalya Panigrahi · Mohammad Khani
[ Slides [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #828
Learning on the Edge: Online Learning with Stochastic Feedback Graphs
Emmanuel Esposito · Federico Fusco · Dirk van der Hoeven · Nicolò Cesa-Bianchi
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #827
Optimal Dynamic Regret in LQR Control
Dheeraj Baby · Yu-Xiang Wang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #826
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs
Yeoneung Kim · Insoon Yang · Kwang-Sung Jun
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #825
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games
Ioannis Anagnostides · Gabriele Farina · Ioannis Panageas · Tuomas Sandholm
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #824
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond
Hengquan Guo · Xin Liu · Honghao Wei · Lei Ying
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #823
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets
Gene Li · Cong Ma · Nati Srebro
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #822
Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models
Yihan Zhang · Nir Weinberger
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #821
Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits
Ilai Bistritz · Nicholas Bambos
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #820
The First Optimal Algorithm for Smooth and Strongly-Convex-Strongly-Concave Minimax Optimization
Dmitry Kovalev · Alexander Gasnikov
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #819
Beyond black box densities: Parameter learning for the deviated components
Dat Do · Nhat Ho · XuanLong Nguyen
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #818
A Best-of-Both-Worlds Algorithm for Bandits with Delayed Feedback
Saeed Masoudian · Julian Zimmert · Yevgeny Seldin
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #817
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma
Gautam Kamath · Argyris Mouzakis · Vikrant Singhal
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #816
Policy Optimization for Markov Games: Unified Framework and Faster Convergence
Runyu Zhang · Qinghua Liu · Huan Wang · Caiming Xiong · Na Li · Yu Bai
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #815
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate
Slavomír Hanzely · Dmitry Kamzolov · Dmitry Pasechnyuk · Alexander Gasnikov · Peter Richtarik · Martin Takac
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #814
Local Identifiability of Deep ReLU Neural Networks: the Theory
Joachim Bona-Pellissier · François Malgouyres · Francois Bachoc
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #813
Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
Wiebke Günther · Urmi Ninad · Jonas Wahl · Jakob Runge
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #812
Online Allocation and Learning in the Presence of Strategic Agents
Steven Yin · Shipra Agrawal · Assaf Zeevi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #811
Signal Recovery with Non-Expansive Generative Network Priors
Jorio Cocola
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #810
Practical Adversarial Multivalid Conformal Prediction
Osbert Bastani · Varun Gupta · Christopher Jung · Georgy Noarov · Ramya Ramalingam · Aaron Roth
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #809
Sublinear Algorithms for Hierarchical Clustering
Arpit Agarwal · Sanjeev Khanna · Huan Li · Prathamesh Patil
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #808
Large-scale Optimization of Partial AUC in a Range of False Positive Rates
Yao Yao · Qihang Lin · Tianbao Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #807
Stability Analysis and Generalization Bounds of Adversarial Training
Jiancong Xiao · Yanbo Fan · Ruoyu Sun · Jue Wang · Zhi-Quan Luo
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #806
Globally Gated Deep Linear Networks
Qianyi Li · Haim Sompolinsky
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #805
Generalization Analysis on Learning with a Concurrent Verifier
Masaaki Nishino · Kengo Nakamura · Norihito Yasuda
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #804
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation
Zhouxing Shi · Yihan Wang · Huan Zhang · J. Zico Kolter · Cho-Jui Hsieh
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #803
Test Time Adaptation via Conjugate Pseudo-labels
Sachin Goyal · Mingjie Sun · Aditi Raghunathan · J. Zico Kolter
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #802
Best of Both Worlds Model Selection
Aldo Pacchiano · Christoph Dann · Claudio Gentile
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #801
Logical Credal Networks
Radu Marinescu · Haifeng Qian · Alexander Gray · Debarun Bhattacharjya · Francisco Barahona · Tian Gao · Ryan Riegel · Pravinda Sahu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #800
Low-Rank Modular Reinforcement Learning via Muscle Synergy
Heng Dong · Tonghan Wang · Jiayuan Liu · Chongjie Zhang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #900
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi · Wanjun Zhong · Yan Gao · Nan Duan · Jian-Guang Lou
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #901
Self-supervised surround-view depth estimation with volumetric feature fusion
Jung-Hee Kim · Junhwa Hur · Tien Phuoc Nguyen · Seong-Gyun Jeong
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #902
Promising or Elusive? Unsupervised Object Segmentation from Real-world Single Images
Yafei YANG · Bo Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #903
Learning to Attack Federated Learning: A Model-based Reinforcement Learning Attack Framework
Henger Li · Xiaolin Sun · Zizhan Zheng
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #904
Sparse Probabilistic Circuits via Pruning and Growing
Meihua Dang · Anji Liu · Guy Van den Broeck
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #905
Explaining Preferences with Shapley Values
Robert Hu · Siu Lun Chau · Jaime Ferrando Huertas · Dino Sejdinovic
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #906
Implications of Model Indeterminacy for Explanations of Automated Decisions
Marc-Etienne Brunet · Ashton Anderson · Richard Zemel
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #907
Self-Explaining Deviations for Coordination
Hengyuan Hu · Samuel Sokota · David Wu · Anton Bakhtin · Andrei Lupu · Brandon Cui · Jakob Foerster
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #908
A Direct Approximation of AIXI Using Logical State Abstractions
Samuel Yang-Zhao · Tianyu Wang · Kee Siong Ng
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #909
Adjoint-aided inference of Gaussian process driven differential equations
Paterne GAHUNGU · Christopher Lanyon · Mauricio A Álvarez · Engineer Bainomugisha · Michael T Smith · Richard Wilkinson
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #910
Beyond L1: Faster and Better Sparse Models with skglm
Quentin Bertrand · Quentin Klopfenstein · Pierre-Antoine Bannier · Gauthier Gidel · Mathurin Massias
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #911
Robust Imitation of a Few Demonstrations with a Backwards Model
Jung Yeon Park · Lawson Wong
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #912
Improving Policy Learning via Language Dynamics Distillation
Victor Zhong · Jesse Mu · Luke Zettlemoyer · Edward Grefenstette · Tim Rocktäschel
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #913
Monocular Dynamic View Synthesis: A Reality Check
Hang Gao · Ruilong Li · Shubham Tulsiani · Bryan Russell · Angjoo Kanazawa
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #914
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
Eleonora Misino · Giuseppe Marra · Emanuele Sansone
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #915
Test-Time Training with Masked Autoencoders
Yossi Gandelsman · Yu Sun · Xinlei Chen · Alexei Efros
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #916
Learning Modular Simulations for Homogeneous Systems
Jayesh Gupta · Sai Vemprala · Ashish Kapoor
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #917
Flowification: Everything is a normalizing flow
Bálint Máté · Samuel Klein · Tobias Golling · François Fleuret
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #918
Focal Modulation Networks
Jianwei Yang · Chunyuan Li · Xiyang Dai · Jianfeng Gao
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #919
OpenAUC: Towards AUC-Oriented Open-Set Recognition
Zitai Wang · Qianqian Xu · Zhiyong Yang · Yuan He · Xiaochun Cao · Qingming Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #920
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations
Jeff Z. HaoChen · Colin Wei · Ananya Kumar · Tengyu Ma
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #921
Contrastive Adapters for Foundation Model Group Robustness
Michael Zhang · Christopher Ré
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #922
Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
Naoki Nishikawa · Taiji Suzuki · Atsushi Nitanda · Denny Wu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #923
Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective
Bohang Zhang · Du Jiang · Di He · Liwei Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #924
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
Sung Woo Park · Hyomin Kim · Kyungjae Lee · Junseok Kwon
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #925
Discovering Design Concepts for CAD Sketches
Yuezhi Yang · Hao Pan
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #926
🏘️ ProcTHOR: Large-Scale Embodied AI Using Procedural Generation
Matt Deitke · Eli VanderBilt · Alvaro Herrasti · Luca Weihs · Kiana Ehsani · Jordi Salvador · Winson Han · Eric Kolve · Aniruddha Kembhavi · Roozbeh Mottaghi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #927
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?
Rishi Bommasani · Kathleen A. Creel · Ananya Kumar · Dan Jurafsky · Percy Liang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #928
Risk-Driven Design of Perception Systems
Anthony Corso · Sydney Katz · Craig Innes · Xin Du · Subramanian Ramamoorthy · Mykel J Kochenderfer
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #929
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing
Nataniel Ruiz · Sarah Bargal · Cihang Xie · Kate Saenko · Stan Sclaroff
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #930
On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
Peizhong Ju · Xiaojun Lin · Ness Shroff
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #931
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits
Kaining Zhang · Liu Liu · Min-Hsiu Hsieh · Dacheng Tao
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #932
On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds
Biraj Dahal · Alexander Havrilla · Minshuo Chen · Tuo Zhao · Wenjing Liao
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #933
Constants of motion network
Muhammad Firmansyah Kasim · Yi Heng Lim
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #934
Graph Scattering beyond Wavelet Shackles
Christian Koke · Gitta Kutyniok
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #935
On Margins and Generalisation for Voting Classifiers
Felix Biggs · Valentina Zantedeschi · Benjamin Guedj
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #936
Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality
Teodor Vanislavov Marinov · Mehryar Mohri · Julian Zimmert
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #938
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness
GUOJUN XIONG · Shufan Wang · Jian Li
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #939
Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning
Shenao Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #940
Provable Defense against Backdoor Policies in Reinforcement Learning
Shubham Bharti · Xuezhou Zhang · Adish Singla · Jerry Zhu
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #941
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs
Linjian Ma · Edgar Solomonik
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #942
Online Learning and Pricing for Network Revenue Management with Reusable Resources
Huiwen Jia · Cong Shi · Siqian Shen
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1042
MultiScan: Scalable RGBD scanning for 3D environments with articulated objects
Yongsen Mao · Yiming Zhang · Hanxiao Jiang · Angel Chang · Manolis Savva
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1041
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning
Tao Qi · Fangzhao Wu · Chuhan Wu · Lingjuan Lyu · Tong Xu · Hao Liao · Zhongliang Yang · Yongfeng Huang · Xing Xie
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1040
DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning
Yuko Ishiwaka · Xiao Zeng · Shun Ogawa · Donovan Westwater · Tadayuki Tone · Masaki Nakada
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1039
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty
Luning Sun · Daniel Huang · Hao Sun · Jian-Xun Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1038
Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective
Rongzhe Wei · Haoteng YIN · Junteng Jia · Austin Benson · Pan Li
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1037
Graph Reordering for Cache-Efficient Near Neighbor Search
Benjamin Coleman · Santiago Segarra · Alexander Smola · Anshumali Shrivastava
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1036
Boosting Barely Robust Learners: A New Perspective on Adversarial Robustness
Avrim Blum · Omar Montasser · Greg Shakhnarovich · Hongyang Zhang
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1035
The Gyro-Structure of Some Matrix Manifolds
Xuan Son Nguyen
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1034
Revisit last-iterate convergence of mSGD under milder requirement on step size
ruinan Jin · Xingkang He · Lang Chen · Difei Cheng · Vijay Gupta
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1033
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations
Madeline Chantry · Shruti Vyas · Hamid Palangi · Yogesh Rawat · Vibhav Vineet
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1032
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
Seiji Maekawa · Koki Noda · Yuya Sasaki · makoto onizuka
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1031
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation
Yuanfeng Ji · Haotian Bai · Chongjian GE · Jie Yang · Ye Zhu · Ruimao Zhang · Zhen Li · Lingyan Zhanng · Wanling Ma · Xiang Wan · Ping Luo
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1030
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search
Archit Bansal · Danny Stoll · Maciej Janowski · Arber Zela · Frank Hutter
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1029
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time
Huaxiu Yao · Caroline Choi · Bochuan Cao · Yoonho Lee · Pang Wei Koh · Chelsea Finn
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1028
Towards Better Evaluation for Dynamic Link Prediction
Farimah Poursafaei · Shenyang Huang · Kellin Pelrine · Reihaneh Rabbany
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1027
Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds
Joshua Albrecht · Abraham Fetterman · Bryden Fogelman · Ellie Kitanidis · Bartosz Wróblewski · Nicole Seo · Michael Rosenthal · Maksis Knutins · Zack Polizzi · James Simon · Kanjun Qiu
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1026
GriddlyJS: A Web IDE for Reinforcement Learning
Christopher Bamford · Minqi Jiang · Mikayel Samvelyan · Tim Rocktäschel
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1025
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies
Li Siyao · Yuhang Li · Bo Li · Chao Dong · Ziwei Liu · Chen Change Loy
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1024
VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation
Kaizhi Zheng · Xiaotong Chen · Odest Chadwicke Jenkins · Xin Wang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1023
OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters
Piera Riccio · Bill Psomas · Francesco Galati · Francisco Escolano · Thomas Hofmann · Nuria Oliver
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1022
Forecasting Future World Events With Neural Networks
Andy Zou · Tristan Xiao · Ryan Jia · Joe Kwon · Mantas Mazeika · Richard Li · Dawn Song · Jacob Steinhardt · Owain Evans · Dan Hendrycks
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1021
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods
Laurent Jospin · Allen Antony · Lian Xu · Hamid Laga · Farid Boussaid · Mohammed Bennamoun
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1020
TAP-Vid: A Benchmark for Tracking Any Point in a Video
Carl Doersch · Ankush Gupta · Larisa Markeeva · Adria Recasens · Lucas Smaira · Yusuf Aytar · Joao Carreira · Andrew Zisserman · Yi Yang
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1019
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
Gyubok Lee · Hyeonji Hwang · Seongsu Bae · Yeonsu Kwon · Woncheol Shin · Seongjun Yang · Minjoon Seo · Jong-Yeup Kim · Edward Choi
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1018
IKEA-Manual: Seeing Shape Assembly Step by Step
Ruocheng Wang · Yunzhi Zhang · Jiayuan Mao · Ran Zhang · Chin-Yi Cheng · Jiajun Wu
[ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1017
Model Zoos: A Dataset of Diverse Populations of Neural Network Models
Konstantin Schürholt · Diyar Taskiran · Boris Knyazev · Xavier Giró-i-Nieto · Damian Borth
[ Slides [ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1016
mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors
Sizhe An · Yin Li · Umit Ogras
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1015
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction
Wonseok Hwang · Dongjun Lee · Kyoungyeon Cho · Hanuhl Lee · Minjoon Seo
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1014
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models
Maribeth Rauh · John Mellor · Jonathan Uesato · Po-Sen Huang · Johannes Welbl · Laura Weidinger · Sumanth Dathathri · Amelia Glaese · Geoffrey Irving · Iason Gabriel · William Isaac · Lisa Anne Hendricks
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1013
A Large Scale Search Dataset for Unbiased Learning to Rank
Lixin Zou · Haitao Mao · Xiaokai Chu · Jiliang Tang · Wenwen Ye · Shuaiqiang Wang · Dawei Yin
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1012
Open High-Resolution Satellite Imagery: The WorldStrat Dataset – With Application to Super-Resolution
Julien Cornebise · Ivan Oršolić · Freddie Kalaitzis
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1011
Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization
Wenhao Gao · Tianfan Fu · Jimeng Sun · Connor Coley
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1010
MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification
Peirong Zhang · Jiajia Jiang · Yuliang Liu · Lianwen Jin
[ Poster [ OpenReview
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1009
Truncated Emphatic Temporal Difference Methods for Prediction and Control
Shangtong Zhang · Shimon Whiteson
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1008
IALE: Imitating Active Learner Ensembles
Christoffer Löffler · Christopher Mutschler
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1007
Fast and Robust Rank Aggregation against Model Misspecification
YUANGANG PAN · Ivor W. Tsang · Weijie Chen · Gang Niu · Masashi Sugiyama
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1006
All You Need is a Good Functional Prior for Bayesian Deep Learning
Ba-Hien Tran · Simone Rossi · Dimitrios Milios · Maurizio Filippone
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1005
[Re] Solving Phase Retrieval With a Learned Reference
Nick Rucks · Tobias Uelwer · Stefan Harmeling
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1004
[Re] Strategic classification made practical: reproduction
Guilly Kolkman · Jan Athmer · Alex Labro · Maksymilian Kulicki
Poster
Wed Nov 30 09:00 AM -- 11:00 AM (PST) @ Hall J #1003
[Re] Graph Edit Networks
Vid Stropnik · Maruša Oražem