Skip to yearly menu bar Skip to main content


(308 events)   Timezone:  
Show all
Toggle Poster Visibility
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #204
Underspecification Presents Challenges for Credibility in Modern Machine Learning
Alexander D'Amour · Katherine Heller · Dan Moldovan · Ben Adlam · Babak Alipanahi · Alex Beutel · Christina Chen · Jonathan Deaton · Jacob Eisenstein · Matthew Hoffman · Farhad Hormozdiari · Neil Houlsby · Shaobo Hou · Ghassen Jerfel · Alan Karthikesalingam · Mario Lucic · Yian Ma · Cory McLean · Diana Mincu · Akinori Mitani · Andrea Montanari · Zachary Nado · Vivek Natarajan · Christopher Nielson · Thomas F. Osborne · Rajiv Raman · Kim Ramasamy · Rory sayres · Jessica Schrouff · Martin Seneviratne · Shannon Sequeira · Harini Suresh · Victor Veitch · Maksym Vladymyrov · Xuezhi Wang · Kellie Webster · Steve Yadlowsky · Taedong Yun · Xiaohua Zhai · D. Sculley
[ JMLR
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #100
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
Zekun Qi · Runpei Dong · Guofan Fan · Zheng Ge · Xiangyu Zhang · Kaisheng Ma · Li Yi
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #101
BEATs: Audio Pre-Training with Acoustic Tokenizers
Sanyuan Chen · Yu Wu · Chengyi Wang · Shujie Liu · Daniel Tompkins · Zhuo Chen · Wanxiang Che · Xiangzhan Yu · Furu Wei
[ Slides [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #102
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models
Enshu Liu · Xuefei Ning · Zinan Lin · Huazhong Yang · Yu Wang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #103
Run-off Election: Improved Provable Defense against Data Poisoning Attacks
Keivan Rezaei · Kiarash Banihashem · Atoosa Malemir Chegini · Soheil Feizi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #104
Target-Aware Generative Augmentations for Single-Shot Adaptation
Kowshik Thopalli · Rakshith Subramanyam · Pavan Turaga · Jayaraman J. Thiagarajan
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #105
AbODE: Ab initio antibody design using conjoined ODEs
Yogesh Verma · Markus Heinonen · Vikas K Garg
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #106
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning
Yu Yang · Besmira Nushi · Hamid Palangi · Baharan Mirzasoleiman
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #107
Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement
Ailin Deng · Miao Xiong · Bryan Hooi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #108
Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships
Yaming Guo · Kai Guo · Xiaofeng Cao · Tieru Wu · Yi Chang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #109
Robust Perception through Equivariance
Chengzhi Mao · Lingyu Zhang · Abhishek Joshi · Junfeng Yang · Hao Wang · Carl Vondrick
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #110
Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition
Yash Chandak · Shantanu Thakoor · Zhaohan Guo · Yunhao Tang · Remi Munos · Will Dabney · Diana Borsa
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #111
Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design
Chuan Guo · Kamalika Chaudhuri · Pierre Stock · Michael Rabbat
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #112
Offline Reinforcement Learning with Closed-Form Policy Improvement Operators
Jiachen Li · Edwin Zhang · Ming Yin · Jerry Bai · Yu-Xiang Wang · William Wang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #113
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
Axel Sauer · Tero Karras · Samuli Laine · Andreas Geiger · Timo Aila
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #114
Tied-Augment: Controlling Representation Similarity Improves Data Augmentation
Emirhan Kurtulus · Zichao Li · Yann Nicolas Dauphin · Ekin Dogus Cubuk
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #115
Contextual Reliability: When Different Features Matter in Different Contexts
Gaurav Ghosal · Amrith Setlur · Daniel S Brown · Anca Dragan · Aditi Raghunathan
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #116
Cell-Free Latent Go-Explore
Quentin Gallouédec · Emmanuel Dellandrea
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #406
RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution
Pengyi Li · Jianye Hao · Hongyao Tang · Yan Zheng · Xian Fu
[ Slides [ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #117
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design
Desi Ivanova · Joel Jennings · Tom Rainforth · Cheng Zhang · Adam Foster
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #118
A Model-free Closeness-of-influence Test for Features in Supervised Learning
Mohammad Mehrabi · Ryan A Rossi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #120
Towards Understanding and Reducing Graph Structural Noise for GNNs
Mingze Dong · Yuval Kluger
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #121
A New PHO-rmula for Improved Performance of Semi-Structured Networks
David Rügamer
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #122
Naive imputation implicitly regularizes high-dimensional linear models
Alexis Ayme · Claire Boyer · Aymeric Dieuleveut · Erwan Scornet
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #123
In Search for a Generalizable Method for Source Free Domain Adaptation
Malik Boudiaf · tom denton · Bart van Merrienboer · Vincent Dumoulin · Eleni Triantafillou
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #124
Applied Online Algorithms with Heterogeneous Predictors
Jessica Maghakian · Russell Lee · Mohammad Hajiesmaili · Jian Li · Ramesh Sitaraman · Zhenhua Liu
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #125
MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Networks
Jiachen Yao · Chang Su · Zhongkai Hao · LIU SONGMING · Hang Su · Jun Zhu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #126
From Hypergraph Energy Functions to Hypergraph Neural Networks
Yuxin Wang · Quan Gan · Xipeng Qiu · Xuanjing Huang · David Wipf
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #127
Explainability as statistical inference
Hugo Senetaire · Damien Garreau · Jes Frellsen · Pierre-Alexandre Mattei
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #128
Distribution Free Prediction Sets for Node Classification
Jase Clarkson
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #129
Simple Hardware-Efficient Long Convolutions for Sequence Modeling
Daniel Y Fu · Elliot L Epstein · Eric Nguyen · Armin Thomas · Michael Zhang · Tri Dao · Atri Rudra · Christopher Re
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #130
Taxonomy-Structured Domain Adaptation
Tianyi Liu · Zihao Xu · Hao He · Guangyuan Hao · Guang-He Lee · Hao Wang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #131
Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms
Francesco Tonin · Alex Lambert · Panagiotis Patrinos · Johan Suykens
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #132
Nesterov Meets Optimism: Rate-Optimal Separable Minimax Optimization
Chris Junchi Li · Angela Yuan · Gauthier Gidel · Quanquan Gu · Michael Jordan
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #133
Generalized Polyak Step Size for First Order Optimization with Momentum
Xiaoyu Wang · Mikael Johansson · Tong Zhang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #134
Learning Globally Smooth Functions on Manifolds
Juan Cervino · Luiz Chamon · Benjamin Haeffele · Rene Vidal · Alejandro Ribeiro
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #135
simple diffusion: End-to-end diffusion for high resolution images
Emiel Hoogeboom · Jonathan Heek · Tim Salimans
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #136
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping
Baorui Ma · Yushen Liu · Zhizhong Han
[ Slides [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #137
Hyperbolic Image-text Representations
Karan Desai · Maximilian Nickel · Tanmay Rajpurohit · Justin Johnson · Ramakrishna Vedantam
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #200
MyoDex: A Generalizable Prior for Dexterous Manipulation
Vittorio Caggiano · Sudeep Dasari · Vikash Kumar
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #201
Predictable MDP Abstraction for Unsupervised Model-Based RL
Seohong Park · Sergey Levine
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #202
Guiding Pretraining in Reinforcement Learning with Large Language Models
Yuqing Du · Olivia Watkins · Zihan Wang · Cédric Colas · Trevor Darrell · Pieter Abbeel · Abhishek Gupta · Jacob Andreas
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #203
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning
Junyi Zhu · Ruicong Yao · Matthew B Blaschko
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #205
Why Is Public Pretraining Necessary for Private Model Training?
Arun Ganesh · Mahdi Haghifam · Milad Nasresfahani · Sewoong Oh · Thomas Steinke · Om Thakkar · Abhradeep Guha Thakurta · Lun Wang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #206
Discrete Key-Value Bottleneck
Frederik Träuble · Anirudh Goyal · Nasim Rahaman · Michael Mozer · Kenji Kawaguchi · Yoshua Bengio · Bernhard Schölkopf
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #207
Is Overfitting Necessary for Implicit Video Representation?
HEE MIN CHOI · Hyoa Kang · Dokwan Oh
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #208
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization
Alexandre Rame · Kartik Ahuja · Jianyu Zhang · Matthieu Cord · Leon Bottou · David Lopez-Paz
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #209
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation
Yi-Fan Zhang · xue wang · Kexin Jin · Kun Yuan · Zhang Zhang · Liang Wang · Rong Jin · Tieniu Tan
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #210
End-to-End Multi-Object Detection with a Regularized Mixture Model
Jaeyoung Yoo · Hojun Lee · Seunghyeon Seo · Inseop Chung · NOJUN KWAK
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #211
Linear optimal partial transport embedding
Yikun Bai · Ivan Medri · Rocio Diaz Martin · Rana Muhammad Shahroz Khan · Soheil Kolouri
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #212
Stochastic Marginal Likelihood Gradients using Neural Tangent Kernels
Alexander Immer · Tycho van der Ouderaa · Mark van der Wilk · Gunnar Ratsch · Bernhard Schölkopf
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #213
A Mathematical Model for Curriculum Learning for Parities
Elisabetta Cornacchia · Elchanan Mossel
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #214
Gaussian processes at the Helm(holtz): A more fluid model for ocean currents
Renato Berlinghieri · Brian Trippe · David Burt · Ryan Giordano · Kaushik Srinivasan · Tamay Özgökmen · Junfei Xia · Tamara Broderick
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #215
Quantized Distributed Training of Large Models with Convergence Guarantees
Ilia Markov · Adrian Vladu · Qi Guo · Dan Alistarh
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #216
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU
Ying Sheng · Lianmin Zheng · Binhang Yuan · Zhuohan Li · Max Ryabinin · Beidi Chen · Percy Liang · Christopher Re · Ion Stoica · Ce Zhang
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #217
Efficiently predicting high resolution mass spectra with graph neural networks
Michael Murphy · Stefanie Jegelka · Ernest Fraenkel · Tobias Kind · David Healey · Thomas Butler
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #218
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
Yihao Xue · Siddharth Joshi · Eric Gan · Pin-Yu Chen · Baharan Mirzasoleiman
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #219
Model-based Reinforcement Learning with Scalable Composite Policy Gradient Estimators
Paavo Parmas · Takuma Seno · Yuma Aoki
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #220
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
Borja Rodríguez Gálvez · Arno Blaas · Pau Rodriguez · Adam Golinski · Xavi Suau · Jason Ramapuram · Dan Busbridge · Luca Zappella
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #221
Bayes-optimal Learning of Deep Random Networks of Extensive-width
Hugo Cui · FLORENT KRZAKALA · Lenka Zdeborova
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #222
Special Properties of Gradient Descent with Large Learning Rates
Amirkeivan Mohtashami · Martin Jaggi · Sebastian Stich
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #223
Group Equivariant Fourier Neural Operators for Partial Differential Equations
Jacob Helwig · Xuan Zhang · Cong Fu · Jerry Kurtin · Stephan Wojtowytsch · Shuiwang Ji
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #224
Hierarchical Neural Coding for Controllable CAD Model Generation
Xiang Xu · Pradeep Kumar Jayaraman · Joseph G Lambourne · Karl Willis · Yasutaka Furukawa
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #225
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion
Chin-Yi Cheng · Forrest Huang · Gang Li · Yang Li
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #226
Effective Neural Topic Modeling with Embedding Clustering Regularization
Xiaobao Wu · Xinshuai Dong · Thong Nguyen · Anh Tuan Luu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #227
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
Shengchao Liu · weitao du · Zhiming Ma · Hongyu Guo · Jian Tang
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #228
Relevant Walk Search for Explaining Graph Neural Networks
Ping Xiong · Thomas Schnake · Michael Gastegger · Grégoire Montavon · Klaus-robert Mueller · Shinichi Nakajima
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #229
Exphormer: Sparse Transformers for Graphs
Hamed Shirzad · Ameya Velingker · Balaji Venkatachalam · Danica J Sutherland · Ali K Sinop
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #230
Quantum 3D Graph Learning with Applications to Molecule Embedding
Ge Yan · Huaijin Wu · Junchi Yan
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #231
Generative Graph Dictionary Learning
Zhichen Zeng · Ruike Zhu · Yinglong Xia · Hanqing Zeng · Hanghang Tong
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #232
Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills
Seongun Kim · Kyowoon Lee · Jaesik Choi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #641
Multiplier Bootstrap-based Exploration
Runzhe Wan · Haoyu Wei · Branislav Kveton · Rui Song
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #233
Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
Donghao Li · Ruiquan Huang · Cong Shen · Jing Yang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #234
DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference
Wanrong Zhang · Ruqi Zhang
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #235
Graph Mixup with Soft Alignments
Hongyi Ling · Zhimeng Jiang · Meng Liu · Shuiwang Ji · Na Zou
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #236
Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation
Yeonsung Jung · Hajin Shim · June Yong Yang · Eunho Yang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #237
UMD: Unsupervised Model Detection for X2X Backdoor Attacks
Zhen Xiang · Zidi Xiong · Bo Li
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #302
Repository-Level Prompt Generation for Large Language Models of Code
Disha Shrivastava · Hugo Larochelle · Daniel Tarlow
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #303
Domain Adaptation for Time Series Under Feature and Label Shifts
Huan He · Owen Queen · Teddy Koker · Consuelo Cuevas · Theodoros Tsiligkaridis · Marinka Zitnik
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #304
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization
Zi-Hao Qiu · Quanqi Hu · Zhuoning Yuan · Denny Zhou · Lijun Zhang · Tianbao Yang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #305
Fair Densities via Boosting the Sufficient Statistics of Exponential Families
Alexander Soen · Hisham Husain · Richard Nock
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #306
PFNs4BO: In-Context Learning for Bayesian Optimization
Samuel Gabriel Müller · Matthias Feurer · Noah Hollmann · Frank Hutter
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #307
Generalized Teacher Forcing for Learning Chaotic Dynamics
Florian Hess · Zahra Monfared · Manuel Brenner · Daniel Durstewitz
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #308
Towards a better understanding of representation dynamics under TD-learning
Yunhao Tang · Remi Munos
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #309
Leveraging Demonstrations to Improve Online Learning: Quality Matters
Botao Hao · Rahul Jain · Tor Lattimore · Benjamin Van Roy · Zheng Wen
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #311
Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning
Sam Lobel · Akhil Bagaria · George Konidaris
[ Slides [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #312
New metrics and search algorithms for weighted causal DAGs
Davin Choo · Kirankumar Shiragur
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #313
One-Shot Federated Conformal Prediction
Pierre Humbert · Batiste Le Bars · Aurélien Bellet · Sylvain Arlot
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #314
The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond
Jiin Woo · Gauri Joshi · Yuejie Chi
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #315
Finding Generalization Measures by Contrasting Signal and Noise
Jiaye Teng · Bohang Zhang · Ruichen Li · Haowei He · Yequan Wang · Yan Tian · Yang Yuan
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #316
Magneto: A Foundation Transformer
Hongyu Wang · Shuming Ma · Shaohan Huang · Li Dong · Wenhui Wang · Zhiliang Peng · Yu Wu · Payal Bajaj · Saksham Singhal · Alon Benhaim · Barun Patra · Zhun Liu · Vishrav Chaudhary · Xia Song · Furu Wei
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #317
Revisiting Pseudo-Label for Single-Positive Multi-Label Learning
biao liu · Ning Xu · JIAQI LYU · Xin Geng
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #318
Nonparametric Iterative Machine Teaching
CHEN ZHANG · Xiaofeng Cao · Weiyang Liu · Ivor Tsang · James Kwok
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #319
dugMatting: Decomposed-Uncertainty-Guided Matting
Jiawei Wu · Changqing Zhang · Zuoyong Li · Huazhu Fu · Xi Peng · Joey Tianyi Zhou
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #320
For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal
Yingdong Hu · Renhao Wang · Li Li · Yang Gao
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #321
Explainable Data-Driven Optimization: From Context to Decision and Back Again
Alexandre Forel · Axel Parmentier · Thibaut Vidal
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #322
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation
Aditya Mate · Bryan Wilder · Aparna Taneja · Milind Tambe
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #324
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search
Xin Qiu · Risto Miikkulainen
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #325
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models
Qinglong Tian · Xin Zhang · Jiwei Zhao
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #326
Reinforcement Learning with General Utilities: Simpler Variance Reduction and Large State-Action Space
Anas Barakat · Ilyas Fatkhullin · Niao He
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #327
Smooth Non-stationary Bandits
Su Jia · Qian Xie · Nathan Kallus · Peter Frazier
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #328
Revisiting Simple Regret: Fast Rates for Returning a Good Arm
Yao Zhao · Connor J Stephens · Csaba Szepesvari · Kwang-Sung Jun
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #329
Tight Data Access Bounds for Private Top-$k$ Selection
Hao WU · Olga Ohrimenko · Anthony Wirth
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #330
Omnipredictors for Constrained Optimization
Lunjia Hu · Inbal Livni Navon · Omer Reingold · Chutong Yang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #331
Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano
Chuan Guo · Alexandre Sablayrolles · Maziar Sanjabi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #332
Escaping saddle points in zeroth-order optimization: the power of two-point estimators
Zhaolin Ren · Yujie Tang · Na Li
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #333
Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise
Shiwei Zeng · Jie Shen
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #334
Statistical Learning under Heterogenous Distribution Shift
Max Simchowitz · Anurag Ajay · Pulkit Agrawal · Akshay Krishnamurthy
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #335
Combinatorial Neural Bandits
Taehyun Hwang · Kyuwook Chai · Min-hwan Oh
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #336
Does Sparsity Help in Learning Misspecified Linear Bandits?
Jialin Dong · Lin Yang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #337
DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning
Tomoya Murata · Taiji Suzuki
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #338
Understanding Self-Distillation in the Presence of Label Noise
Rudrajit Das · Sujay Sanghavi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #400
Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains
Vishwaraj Doshi · Jie Hu · Do-Young Eun
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #401
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm
Lisang Ding · Kexin Jin · Bicheng Ying · Kun Yuan · Wotao Yin
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #402
Exploring Chemical Space with Score-based Out-of-distribution Generation
Seul Lee · Jaehyeong Jo · Sung Ju Hwang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #403
Thompson Sampling with Diffusion Generative Prior
Yu-Guan Hsieh · Shiva Kasiviswanathan · Branislav Kveton · Patrick Bloebaum
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #404
Improving Graph Generation by Restricting Graph Bandwidth
Nathaniel Diamant · Alex Tseng · Kangway Chuang · Tommaso Biancalani · Gabriele Scalia
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #604
SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation
Shikun Sun · Longhui Wei · Junliang Xing · Jia Jia · Qi Tian
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #405
Coupled Variational Autoencoder
Xiaoran Hao · Patrick Shafto
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #407
Half-Hop: A graph upsampling approach for slowing down message passing
Mehdi Azabou · Venkataramana Ganesh · Shantanu Thakoor · Chi-Heng Lin · Lakshmi Sathidevi · Ran Liu · Michal Valko · Petar Veličković · Eva Dyer
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #408
Implicit Jacobian regularization weighted with impurity of probability output
Sungyoon Lee · Jinseong Park · Jaewook Lee
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #409
Generative Pretraining for Black-Box Optimization
Satvik Mehul Mashkaria · Siddarth Krishnamoorthy · Aditya Grover
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #410
Learning Unnormalized Statistical Models via Compositional Optimization
Wei Jiang · Jiayu Qin · Lingyu Wu · Changyou Chen · Tianbao Yang · Lijun Zhang
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #411
Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression: Fast Convergence and Partial Participation
Xiaoyun Li · Ping Li
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #412
MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL
Fei Ni · Jianye Hao · Yao Mu · Yifu Yuan · Yan Zheng · Bin Wang · Zhixuan Liang
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #413
Grounding Language Models to Images for Multimodal Inputs and Outputs
Jing Yu Koh · Ruslan Salakhutdinov · Daniel Fried
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #414
Change is Hard: A Closer Look at Subpopulation Shift
Yuzhe Yang · Haoran Zhang · Dina Katabi · Marzyeh Ghassemi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #415
Task-specific experimental design for treatment effect estimation
Bethany Connolly · Kimberley Moore · Tobias Schwedes · Alexander Adam · Gary Willis · Ilya Feige · Christopher Frye
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #417
2D-Shapley: A Framework for Fragmented Data Valuation
Zhihong Liu · Hoang Anh Just · Xiangyu Chang · Xi Chen · Ruoxi Jia
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #418
SurProGenes: Survival Risk-Ordered Representation of Cancer Patients and Genes for the Identification of Prognostic Genes
Junetae Kim · Kyoungsuk Park · Hanseok Jeong · Youngwook Kim · Jeongseon Kim · Sun-Young Kim
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #419
On the Forward Invariance of Neural ODEs
Wei Xiao · Johnson Tsun-Hsuan Wang · Ramin Hasani · Mathias Lechner · Yutong Ban · Chuang Gan · Daniela Rus
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #420
Inferring Relational Potentials in Interacting Systems
Armand Comas · Yilun Du · Christian Fernandez Lopez · Sandesh Ghimire · Mario Sznaier · Josh Tenenbaum · Octavia Camps
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #421
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
Jianan Zhou · Yaoxin Wu · Wen Song · Zhiguang Cao · Jie Zhang
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #422
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning
Boyin Liu · Zhiqiang Pu · Yi Pan · Jianqiang Yi · Yanyan Liang · D. Zhang
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #423
Towards Understanding Generalization of Macro-AUC in Multi-label Learning
Guoqiang Wu · Chongxuan Li · Yilong Yin
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #424
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization
Christopher Liao · Theodoros Tsiligkaridis · Brian Kulis
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #425
Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks
Dominik Schnaus · Jongseok Lee · Daniel Cremers · Rudolph Triebel
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #426
Reflected Diffusion Models
Aaron Lou · Stefano Ermon
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #427
End-to-End Learning for Stochastic Optimization: A Bayesian Perspective
Yves Rychener · Daniel Kuhn · Tobias Sutter
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #428
Normalizing Flows for Interventional Density Estimation
Valentyn Melnychuk · Dennis Frauen · Stefan Feuerriegel
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #429
Identifiability and Generalizability in Constrained Inverse Reinforcement Learning
Andreas Schlaginhaufen · Maryam Kamgarpour
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #430
Strategic Classification with Unknown User Manipulations
Tosca Lechner · Ruth Urner · Shai Ben-David
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #431
Fast Sampling of Diffusion Models via Operator Learning
Hongkai Zheng · Weili Nie · Arash Vahdat · Kamyar Azizzadenesheli · Anima Anandkumar
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #432
Variational Mixture of HyperGenerators for Learning Distributions over Functions
Batuhan Koyuncu · Pablo Sanchez Martin · Ignacio Peis · Pablo Olmos · Isabel Valera
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #433
How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding
Yuchen Li · Yuanzhi Li · Andrej Risteski
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #434
On the Relationship Between Explanation and Prediction: A Causal View
Amir-Hossein Karimi · Krikamol Muandet · Simon Kornblith · Bernhard Schölkopf · Been Kim
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #435
Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm
Boxin Zhao · Boxiang Lyu · Raul Castro Fernandez · Mladen Kolar
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #436
How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy
Raphaël Olivier · Bhiksha Raj
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #437
Offline Learning in Markov Games with General Function Approximation
Yuheng Zhang · Yu Bai · Nan Jiang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #438
When is Realizability Sufficient for Off-Policy Reinforcement Learning?
Andrea Zanette
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #439
Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion
Martino Bernasconi · Matteo Castiglioni · Andrea Celli · Alberto Marchesi · Francesco Trovò · Nicola Gatti
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #440
Federated Online and Bandit Convex Optimization
Kumar Kshitij Patel · Lingxiao Wang · Aadirupa Saha · Nati Srebro
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #441
Learning useful representations for shifting tasks and distributions
Jianyu Zhang · Leon Bottou
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #323
Can Neural Network Memorization Be Localized?
Pratyush Maini · Michael Mozer · Hanie Sedghi · Zachary Lipton · Zico Kolter · Chiyuan Zhang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #442
Meta-Learning the Inductive Bias of Simple Neural Circuits
Will Dorrell · Maria Yuffa · Peter Latham
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #500
Feature learning in deep classifiers through Intermediate Neural Collapse
Akshay Rangamani · Marius Lindegaard · Tomer Galanti · Tomaso Poggio
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #501
SGD with Large Step Sizes Learns Sparse Features
Maksym Andriushchenko · Aditya Vardhan Varre · Loucas Pillaud-Vivien · Nicolas Flammarion
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #502
Generative Decoding of Visual Stimuli
Eleni Miliotou · Panagiotis Kyriakis · Jason Hinman · Andrei Irimia · Paul Bogdan
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #503
Context Consistency Regularization for Label Sparsity in Time Series
Yooju Shin · Susik Yoon · Hwanjun Song · Dongmin Park · Byunghyun Kim · Jae-Gil Lee · Byung Suk Lee
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #504
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization
Yimeng Chen · Tianyang Hu · Fengwei Zhou · Zhenguo Li · Zhiming Ma
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #505
Towards Unbiased Training in Federated Open-world Semi-supervised Learning
Jie ZHANG · Xiaosong Ma · Song Guo · Wenchao Xu
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #506
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering
Erlin Pan · zhao kang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #507
TIPS: Topologically Important Path Sampling for Anytime Neural Networks
Guihong Li · Kartikeya Bhardwaj · Yuedong Yang · Radu Marculescu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #508
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions
Mahyar Khayatkhoei · Wael AbdAlmageed
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #509
IRNeXt: Rethinking Convolutional Network Design for Image Restoration
Yuning Cui · Wenqi Ren · Sining Yang · Xiaochun Cao · Alois Knoll
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #510
Whose Opinions Do Language Models Reflect?
Shibani Santurkar · Esin Durmus · Faisal Ladhak · Cinoo Lee · Percy Liang · Tatsunori Hashimoto
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #511
Global optimality of Elman-type RNNs in the mean-field regime
Andrea Agazzi · Jianfeng Lu · Sayan Mukherjee
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #512
Sample Complexity of Probability Divergences under Group Symmetry
Ziyu Chen · Markos Katsoulakis · Luc Rey-Bellet · Wei Zhu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #513
Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates
Louis Sharrock · Chris Nemeth
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #514
Pruning via Sparsity-indexed ODE: a Continuous Sparsity Viewpoint
Zhanfeng Mo · Haosen Shi · Sinno Jialin Pan
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #515
DIVISION: Memory Efficient Training via Dual Activation Precision
Guanchu Wang · Zirui Liu · Zhimeng Jiang · Ninghao Liu · Na Zou · Xia Hu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #301
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
Chanyeong Kim · Jongwoong Park · Hyunglip Bae · Woo Chang Kim
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #516
Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation
Peiyao Xiao · Kaiyi Ji
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #517
Linearly Constrained Bilevel Optimization: A Smoothed Implicit Gradient Approach
Prashant Khanduri · Ioannis Tsaknakis · Yihua Zhang · Jia Liu · Sijia Liu · Jiawei Zhang · Mingyi Hong
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #518
Paging with Succinct Predictions
Antonios Antoniadis · Joan Boyar · Marek Elias · Lene M Favrholdt · Ruben Hoeksma · Kim S. Larsen · Adam Polak · Bertrand Simon
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #519
Identifiability of Label Noise Transition Matrix
Yang Liu · Hao Cheng · Kun Zhang
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #520
NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation
Jianfeng Wang · Daniela Massiceti · Xiaolin Hu · Vladimir Pavlovic · Thomas Lukasiewicz
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #521
Random Grid Neural Processes for Parametric Partial Differential Equations
Arnaud Vadeboncoeur · Ieva Kazlauskaite · Yanni Papandreou · Fehmi Cirak · Mark Girolami · Omer Deniz Akyildiz
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #522
MODeL: Memory Optimizations for Deep Learning
Benoit Steiner · Mostafa Elhoushi · Jacob Kahn · James Hegarty
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #523
Bi-directional Masks for Efficient N:M Sparse Training
Yuxin Zhang · Yiting Luo · Mingbao Lin · Yunshan Zhong · JingJing Xie · Fei Chao · Rongrong Ji
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #524
RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations
Zirui Liu · CHEN SHENGYUAN · Kaixiong Zhou · Daochen Zha · Xiao Huang · Xia Hu
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #525
Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition
Dongqi Cai · Yangyuxuan Kang · Anbang Yao · Yurong Chen
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #526
DDGR: Continual Learning with Deep Diffusion-based Generative Replay
Rui Gao · Weiwei Liu
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #527
Regression with Sensor Data Containing Incomplete Observations
Takayuki Katsuki · Takayuki Osogami
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #528
Causal Isotonic Calibration for Heterogeneous Treatment Effects
Lars van der Laan · Ernesto Ulloa-Perez · Marco Carone · Alex Luedtke
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #529
Fully-Adaptive Composition in Differential Privacy
Justin Whitehouse · Aaditya Ramdas · Ryan Rogers · Steven Wu
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #530
Unveiling the Latent Space Geometry of Push-Forward Generative Models
Thibaut Issenhuth · Ugo Tanielian · Jeremie Mary · David Picard
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #531
Compressing Tabular Data via Latent Variable Estimation
Andrea Montanari · Eric Weiner
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #532
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models
Parth Sangani · Arjun Kashettiwar · Pritish Chakraborty · Bhuvan Gangula · Durga Sivasubramanian · Ganesh Ramakrishnan · Rishabh Iyer · Abir De
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #533
Theoretical Bounds on the Network Community Profile from Low-rank Semi-definite Programming
Yufan Huang · C. Seshadhri · David Gleich
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #534
Automatically marginalized MCMC in probabilistic programming
Jinlin Lai · Javier Burroni · Hui Guan · Daniel Sheldon
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #535
Long Horizon Temperature Scaling
Andy Shih · Dorsa Sadigh · Stefano Ermon
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #536
Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains
Buddhika Nettasinghe · Samrat Chatterjee · Ramakrishna Tipireddy · Mahantesh Halappanavar
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #537
Efficient preconditioned stochastic gradient descent for estimation in latent variable models
Charlotte Baey · Maud DELATTRE · Estelle Kuhn · Jean-Benoist Leger · Sarah Lemler
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #538
Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons
Banghua Zhu · Michael Jordan · Jiantao Jiao
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #539
Adaptive Annealed Importance Sampling with Constant Rate Progress
Shirin Goshtasbpour · Victor Cohen · Perez Fernando
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #813
Provable Data Subset Selection For Efficient Neural Networks Training
Morad Tukan · Samson Zhou · Alaa Maalouf · Daniela Rus · Vladimir Braverman · Dan Feldman
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #540
Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective
Michael Sander · Joan Puigcerver · Josip Djolonga · Gabriel Peyré · Mathieu Blondel
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #541
Speed-Oblivious Online Scheduling: Knowing (Precise) Speeds is not Necessary
Alexander Lindermayr · Nicole Megow · Martin Rapp
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #542
Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models
Hong Liu · Sang Michael Xie · Zhiyuan Li · Tengyu Ma
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #543
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis
Chaejeong Lee · Jayoung Kim · Noseong Park
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #544
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search
Pierre-Alexandre Kamienny · Guillaume Lample · sylvain lamprier · Marco Virgolin
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #545
High-dimensional Clustering onto Hamiltonian Cycle
Tianyi Huang · Shenghui Cheng · Stan Z Li · Zhengjun Zhang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #600
RLSbench: Domain Adaptation Under Relaxed Label Shift
Saurabh Garg · Nick Erickson · University of California James Sharpnack · Alex Smola · Sivaraman Balakrishnan · Zachary Lipton
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #601
Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments
Daniel Jarrett · Corentin Tallec · Florent Altché · Thomas Mesnard · Remi Munos · Michal Valko
[ Slides [ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #602
Vertical Federated Graph Neural Network for Recommender System
Peihua Mai · Yan (James) Pang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #603
Benign Overfitting in Two-layer ReLU Convolutional Neural Networks
Yiwen Kou · Zixiang Chen · Yuanzhou Chen · Quanquan Gu
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #815
On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization
Mudit Gaur · Vaneet Aggarwal · Mridul Agarwal
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #605
Policy Regularization with Dataset Constraint for Offline Reinforcement Learning
Yuhang Ran · Yi-Chen Li · Fuxiang Zhang · Zongzhang Zhang · Yang Yu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #606
Internally Rewarded Reinforcement Learning
Mengdi Li · Xufeng Zhao · Jae Hee Lee · Cornelius Weber · Stefan Wermter
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #607
Second-Order Optimization with Lazy Hessians
Nikita Doikov · El Mahdi Chayti · Martin Jaggi
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #608
Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model
Young-Geun Choi · Gi-Soo Kim · Choi Yunseo · Wooseong Cho · Myunghee Cho Paik · Min-hwan Oh
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #609
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
Stella Biderman · Hailey Schoelkopf · Quentin Anthony · Herbie Bradley · Kyle O'Brien · Eric Hallahan · Mohammad Aflah Khan · Shivanshu Purohit · USVSN Sai Prashanth · Edward Raff · Aviya Skowron · Lintang Sutawika · Oskar van der Wal
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #610
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging
Alessandro Fontanella · Antreas Antoniou · Wenwen Li · Joanna Wardlaw · Grant Mair · Emanuele Trucco · Amos Storkey
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #611
Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping
Ziyi Liang · Yanfei Zhou · Matteo Sesia
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #612
System Identification of Neural Systems: If We Got It Right, Would We Know?
Yena Han · Tomaso A Poggio · Brian Cheung
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #613
Modeling Dynamic Environments with Scene Graph Memory
Andrey Kurenkov · Michael Lingelbach · Tanmay Agarwal · Emily Jin · Chengshu Li · Ruohan Zhang · Li Fei-Fei · Jiajun Wu · Silvio Savarese · Roberto Martín-Martín
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #614
Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation
Andi Peng · Aviv Netanyahu · Mark Ho · Tianmin Shu · Andreea Bobu · Julie Shah · Pulkit Agrawal
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #615
MEWL: Few-shot multimodal word learning with referential uncertainty
Guangyuan Jiang · Manjie Xu · Shiji Xin · Wei Liang · Yujia Peng · Chi Zhang · Yixin Zhu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #616
Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature
Khang Nguyen · Nong Hieu · Vinh NGUYEN · Nhat Ho · Stanley Osher · TAN NGUYEN
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #617
GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations
Dan Ley · Saumitra Mishra · Daniele Magazzeni
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #618
Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs
Lirong Wu · Haitao Lin · Yufei Huang · Stan Z Li
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #619
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas
Zizheng Huang · Haoxing Chen · Ziqi Wen · Chao Zhang · Huaxiong Li · Bo Wang · Chunlin Chen
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #300
Adversarial Policies Beat Superhuman Go AIs
Tony Wang · Adam Gleave · Tom Tseng · Kellin Pelrine · Nora Belrose · Joseph Miller · Michael Dennis · Yawen Duan · Viktor Pogrebniak · Sergey Levine · Stuart Russell
[ Slides [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #620
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the Machiavelli Benchmark
Alexander Pan · Jun Shern Chan · Andy Zou · Nathaniel Li · Steven Basart · Thomas Woodside · Hanlin Zhang · Scott Emmons · Dan Hendrycks
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #621
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners
Zhixuan Liang · Yao Mu · Mingyu Ding · Fei Ni · Masayoshi Tomizuka · Ping Luo
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #622
Unifying Nesterov's Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions
Jungbin Kim · Insoon Yang
[ Slides [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #623
Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron
Jingfeng Wu · Difan Zou · Zixiang Chen · Vladimir Braverman · Quanquan Gu · Sham Kakade
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #624
Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts
Dirk van der Hoeven · Ciara Pike-Burke · Hao Qiu · Nicolò Cesa-Bianchi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #625
Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions
Hongrui Chen · Holden Lee · Jianfeng Lu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #626
Delayed Feedback in Kernel Bandits
Sattar Vakili · Danyal Ahmed · Alberto Bernacchia · Ciara Pike-Burke
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #811
A Scalable Frank-Wolfe-Based Algorithm for the Max-Cut SDP
Chi Bach Pham · Wynita Griggs · James Saunderson
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #628
R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents
Daniel D. Johnson · Daniel Tarlow · Christian Walder
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #629
Random Teachers are Good Teachers
Felix Sarnthein · Gregor Bachmann · Sotiris Anagnostidis · Thomas Hofmann
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #630
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes
Zhaowei Zhu · Yuanshun Yao · Jiankai Sun · Hang Li · Yang Liu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #631
A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification
Jiachen Sun · Jiongxiao Wang · Weili Nie · Zhiding Yu · Zhuoqing Morley Mao · Chaowei Xiao
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #632
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
Guanhua Zhang · Jiabao Ji · Yang Zhang · Mo Yu · Tommi Jaakkola · Shiyu Chang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #633
Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data
Yonggui Yan · Jie Chen · Pin-Yu Chen · Xiaodong Cui · Songtao Lu · Yangyang Xu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #627
Semi-Offline Reinforcement Learning for Optimized Text Generation
Changyu Chen · Xiting Wang · Yiqiao Jin · Victor Ye Dong · Li Dong · Jie Cao · Yi Liu · Rui Yan
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #814
Cones: Concept Neurons in Diffusion Models for Customized Generation
Zhiheng Liu · Ruili Feng · Kai Zhu · Yifei Zhang · Kecheng Zheng · Yu Liu · Deli Zhao · Jingren Zhou · Yang Cao
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #634
Defects of Convolutional Decoder Networks in Frequency Representation
Ling Tang · Wen Shen · Zhanpeng Zhou · YueFeng Chen · Quanshi Zhang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #635
On the Role of Attention in Prompt-tuning
Samet Oymak · Ankit Singh Rawat · Mahdi Soltanolkotabi · Christos Thrampoulidis
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #637
Diffusion Based Representation Learning
Sarthak Mittal · Korbinian Abstreiter · Stefan Bauer · Bernhard Schölkopf · Arash Mehrjou
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #638
On Data Manifolds Entailed by Structural Causal Models
Ricardo Dominguez-Olmedo · Amir-Hossein Karimi · Georgios Arvanitidis · Bernhard Schölkopf
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #639
Distribution-dependent McDiarmid-type Inequalities for Functions of Unbounded Interaction
Shaojie Li · Yong Liu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #640
Towards Learning Geometric Eigen-Lengths Crucial for Fitting Tasks
Yijia Weng · Kaichun Mo · Ruoxi Shi · Yanchao Yang · Leonidas Guibas
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #642
Topological Singularity Detection at Multiple Scales
Julius Von Rohrscheidt · Bastian Rieck
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #643
Estimating Possible Causal Effects with Latent Variables via Adjustment
Tian-Zuo Wang · Tian Qin · Zhi-Hua Zhou
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #644
Exact Inference in High-order Structured Prediction
Chuyang Ke · Jean Honorio
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #645
Learning Rate Schedules in the Presence of Distribution Shift
Matthew Fahrbach · Adel Javanmard · Vahab Mirrokni · Pratik Worah
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #700
Leveraging Offline Data in Online Reinforcement Learning
Andrew Wagenmaker · Aldo Pacchiano
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #701
MixFlows: principled variational inference via mixed flows
Zuheng Xu · Naitong Chen · Trevor Campbell
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #702
Randomized Gaussian Process Upper Confidence Bound with Tighter Bayesian Regret Bounds
Shion Takeno · Yu Inatsu · Masayuki Karasuyama
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #703
Sketched Ridgeless Linear Regression: The Role of Downsampling
Xin Chen · Yicheng Zeng · Siyue Yang · Qiang Sun
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #704
Beyond the Edge of Stability via Two-step Gradient Updates
Lei Chen · Joan Bruna
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #705
E$(n)$ Equivariant Message Passing Simplicial Networks
Floor Eijkelboom · Rob Hesselink · Erik Bekkers
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #706
Private Statistical Estimation of Many Quantiles
Clément Lalanne · Aurélien Garivier · Rémi Gribonval
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #707
Learning the Dynamics of Sparsely Observed Interacting Systems
Linus Bleistein · Adeline Fermanian · Anne-Sophie Jannot · Agathe Guilloux
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #708
The Power of Learned Locally Linear Models for Nonlinear Policy Optimization
Daniel Pfrommer · Max Simchowitz · Tyler Westenbroek · Nikolai Matni · Stephen Tu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #709
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees
Faisal Hamman · Erfaun Noorani · Saumitra Mishra · Daniele Magazzeni · Sanghamitra Dutta
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #710
Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning
Yanbo Dai · Songze Li
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #711
Controllable Neural Symbolic Regression
Tommaso Bendinelli · Luca Biggio · Pierre-Alexandre Kamienny
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #712
Robust and private stochastic linear bandits
Vasilis Charisopoulos · Hossein Esfandiari · Vahab Mirrokni
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #713
Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs
Saro Passaro · Larry Zitnick
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #714
Forward-Backward Gaussian Variational Inference via JKO in the Bures-Wasserstein Space
Michael Diao · Krishna Balasubramanian · Sinho Chewi · Adil Salim
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #715
Buying Information for Stochastic Optimization
Mingchen Ma · Christos Tzamos
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #716
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation Learning
Ya-Wei Eileen Lin · Ronald Coifman · Gal Mishne · Ronen Talmon
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #416
Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?
Boris Knyazev · DOHA HWANG · Simon Lacoste-Julien
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #717
Robustness in Multimodal Learning under Train-Test Modality Mismatch
Brandon McKinzie · Vaishaal Shankar · Joseph Cheng · Yinfei Yang · Jonathon Shlens · Alexander Toshev
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #718
Revisiting Sampling for Combinatorial Optimization
Haoran Sun · Katayoon Goshvadi · Azade Nova · Dale Schuurmans · Hanjun Dai
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #719
Nonparametric Density Estimation under Distribution Drift
Alessio Mazzetto · Eli Upfal
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #720
Network Effects in Performative Prediction Games
Xiaolu Wang · Chung-Yiu Yau · Hoi To Wai
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #721
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems
Oliver Slumbers · David Mguni · Stefano Blumberg · Stephen Mcaleer · Yaodong Yang · Jun Wang
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #722
Momentum Ensures Convergence of SIGNSGD under Weaker Assumptions
Tao Sun · Qingsong Wang · Dongsheng Li · Bao Wang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #723
DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization
Adel Nabli · Edouard Oyallon
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #724
Layered State Discovery for Incremental Autonomous Exploration
Liyu Chen · Andrea Tirinzoni · Alessandro Lazaric · Matteo Pirotta
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #725
How Jellyfish Characterise Alternating Group Equivariant Neural Networks
Edward Pearce-Crump
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #726
Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
Ayush Bharti · Masha Naslidnyk · Oscar Key · Samuel Kaski · Francois-Xavier Briol
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #727
Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism.
Aude Sportisse · Hugo Schmutz · Olivier HUMBERT · Charles Bouveyron · Pierre-Alexandre Mattei
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #728
Probabilistic Imputation for Time-series Classification with Missing Data
SeungHyun Kim · Hyunsu Kim · EungGu Yun · Hwangrae Lee · Jaehun Lee · Juho Lee
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #729
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat
Shantanu Ghosh · Ke Yu · Forough Arabshahi · Kayhan Batmanghelich
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #730
Delving into Noisy Label Detection with Clean Data
Chenglin Yu · Xinsong Ma · Weiwei Liu
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #731
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models
Zhihong Shao · Yeyun Gong · Yelong Shen · Minlie Huang · Nan Duan · Weizhu Chen
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #732
The Hessian perspective into the Nature of Convolutional Neural Networks
Sidak Pal Singh · Thomas Hofmann · Bernhard Schölkopf
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #733
N$\text{A}^\text{2}$Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning
Zichuan Liu · Yuanyang Zhu · Chunlin Chen
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #734
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language
Alexei Baevski · Arun Babu · Wei-Ning Hsu · Michael Auli
[ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #735
Data Efficient Neural Scaling Law via Model Reusing
Peihao Wang · Rameswar Panda · Zhangyang “Atlas” Wang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #736
Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization
Zhengmian Hu · Xidong Wu · Heng Huang
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #737
Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability
Zhao Song · Yitan Wang · Zheng Yu · Lichen Zhang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #738
Robust and Scalable Bayesian Online Changepoint Detection
Matias Altamirano · Francois-Xavier Briol · Jeremias Knoblauch
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #739
On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing
Sepanta Zeighami · Cyrus Shahabi
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #740
Near-Optimal $\Phi$-Regret Learning in Extensive-Form Games
Ioannis Anagnostides · Gabriele Farina · Tuomas Sandholm
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #741
Multi-Objective Population Based Training
Arkadiy Dushatskiy · Alexander Chebykin · Tanja Alderliesten · Peter A.N Bosman
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #742
Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions
Wanshan Li · Daren Wang · Alessandro Rinaldo
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #743
The Regret of Exploration and the Control of Bad Episodes in Reinforcement Learning
Victor Boone · Bruno Gaujal
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #800
Efficient Quantum Algorithms for Quantum Optimal Control
Xiantao Li · Chunhao Wang
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #801
Understanding the Role of Feedback in Online Learning with Switching Costs
Duo Cheng · Xingyu Zhou · Bo Ji
[ Slides [ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #802
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
Zhuqing Liu · Xin Zhang · Prashant Khanduri · Songtao Lu · Jia Liu
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #803
The Catalog Problem: Clustering and Ordering Variable-Sized Sets
Mateusz Jurewicz · Graham Taylor · Leon Derczynski
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #804
A General Representation Learning Framework with Generalization Performance Guarantees
Junbiao Cui · Jianqing Liang · Qin Yue · Jiye Liang
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #812
On the Initialization of Graph Neural Networks
Jiahang Li · Yakun Song · Xiang song · David Wipf
[ PDF
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #805
EM-Network: Oracle Guided Self-distillation for Sequence Learning
Ji Won Yoon · Sung Hwan Ahn · Hyeonseung Lee · Minchan Kim · Seok Min Kim · Nam Soo Kim
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #806
Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes
Ba-Hien Tran · Babak Shahbaba · Stephan Mandt · Maurizio Filippone
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #807
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal
Naresh Kumar Gurulingan · Bahram Zonooz · Elahe Arani
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #808
Generalization Bounds using Data-Dependent Fractal Dimensions
Benjamin Dupuis · George Deligiannidis · Umut Simsekli
[ Slides [ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #809
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling
Jun Zhang · Shuyang Jiang · Jiangtao Feng · Lin Zheng · Lingpeng Kong
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #119
Improving Graph Neural Networks with Learnable Propagation Operators
Moshe Eliasof · Lars Ruthotto · Eran Treister
[ PDF [ Poster
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #810
What Can Be Learnt With Wide Convolutional Neural Networks?
Francesco Cagnetta · Alessandro Favero · Matthieu Wyart
[ PDF [ Poster