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Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #100
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning
In Poster Session 3
Chenzhuang Du · Jiaye Teng · Tingle Li · Yichen Liu · Tianyuan Yuan · Yue Wang · Yang Yuan · Hang Zhao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #101
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
In Poster Session 3
Yu Meng · Martin Michalski · Jiaxin Huang · Yu Zhang · Tarek Abdelzaher · Jiawei Han
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #102
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer
In Poster Session 3
Yao LAI · Jinxin Liu · Zhentao Tang · Bin Wang · Jianye Hao · Ping Luo
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #103
Machine Learning Force Fields with Data Cost Aware Training
In Poster Session 3
Alexander Bukharin · Tianyi Liu · Shengjie Wang · Simiao Zuo · Weihao Gao · Wen Yan · Tuo Zhao
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #104
Out-of-Domain Robustness via Targeted Augmentations
In Poster Session 3
Irena Gao · Shiori Sagawa · Pang Wei Koh · Tatsunori Hashimoto · Percy Liang
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #105
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning
In Poster Session 3
Thomas Carta · Clément Romac · Thomas Wolf · sylvain lamprier · Olivier Sigaud · Pierre-Yves Oudeyer
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #106
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation
In Poster Session 3
Eli Chien · Jiong Zhang · Cho-Jui Hsieh · Jyun-Yu Jiang · Wei-Cheng Chang · Olgica Milenkovic · Hsiang-Fu Yu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #107
Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions
In Poster Session 3
Lin-Han Jia · Lan-Zhe Guo · Zhi Zhou · Jie-Jing Shao · Yuke Xiang · Yu-Feng Li
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #108
FAIRER: Fairness as Decision Rationale Alignment
In Poster Session 3
Li Tianlin · Qing Guo · Aishan Liu · Mengnan Du · Zhiming Li · Yang Liu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #109
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
In Poster Session 3
Wang Zhang · Lily Weng · Subhro Das · Alexandre Megretsky · Luca Daniel · Lam Nguyen
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #110
Entropy-driven Unsupervised Keypoint Representation Learning in Videos
In Poster Session 3
Ali Younes · Simone Schaub-Meyer · Georgia Chalvatzaki
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #111
CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks
In Poster Session 3
Jue Wang · Yucheng Lu · Binhang Yuan · Beidi Chen · Percy Liang · Chris De Sa · Christopher Re · Ce Zhang
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #112
Optimization for Amortized Inverse Problems
In Poster Session 3
Tianci Liu · Tong Yang · Quan Zhang · Qi Lei
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #113
Deep Latent State Space Models for Time-Series Generation
In Poster Session 3
Linqi Zhou · Michael Poli · Winnie Xu · Stefano Massaroli · Stefano Ermon
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #114
HyperTuning: Toward Adapting Large Language Models without Back-propagation
In Poster Session 3
Jason Phang · Yi Mao · Pengcheng He · Weizhu Chen
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #115
When does Privileged information Explain Away Label Noise?
In Poster Session 3
Guillermo Ortiz Jimenez · Mark Collier · Anant Nawalgaria · Alexander D'Amour · Jesse Berent · Rodolphe Jenatton · Efi Kokiopoulou
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #116
Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning
In Poster Session 3
gang Ding · Wanpeng Zhang · Junpeng Yue · XJ Wang · Tiejun Huang · Zongqing Lu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #117
Differentiable Multi-Target Causal Bayesian Experimental Design
In Poster Session 3
Panagiotis Tigas · Yashas Annadani · Desi Ivanova · Andrew Jesson · Yarin Gal · Adam Foster · Stefan Bauer
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #118
From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders
In Poster Session 3
Raanan Yehezkel Rohekar · Shami Nisimov · Yaniv Gurwicz · Gal Novik
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #119
Reinforcement Learning in Low-rank MDPs with Density Features
In Poster Session 3
Audrey Huang · Jinglin Chen · Nan Jiang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #120
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis
In Poster Session 3
Yiyou Sun · Zhenmei Shi · Yingyiu Liang · Sharon Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #121
Temporal Label Smoothing for Early Event Prediction
In Poster Session 3
Hugo Yèche · Alizée Pace · Gunnar Ratsch · Rita Kuznetsova
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #122
Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
In Poster Session 3
Vincent Plassier · Mehdi Makni · Aleksandr Rubashevskii · Eric Moulines · Maxim Panov
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #123
Extrapolative Controlled Sequence Generation via Iterative Refinement
In Poster Session 3
Vishakh Padmakumar · Richard Yuanzhe Pang · He He · Ankur Parikh
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #124
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
In Poster Session 3
Minghao Guo · Veronika Thost · Samuel Song · Adithya Balachandran · Payel Das · Jie Chen · Wojciech Matusik
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #125
Hyperbolic Representation Learning: Revisiting and Advancing
In Poster Session 3
Menglin Yang · Min Zhou · ZHITAO YING · yankai Chen · Irwin King
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #126
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects
In Poster Session 3
Anlan Yu · Ning Lyu · Jieming Yin · Zhiyuan Yan · Wujie Wen
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #127
Learning Prescriptive ReLU Networks
In Poster Session 3
Wei Sun · Asterios Tsiourvas
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #516
Representer Point Selection for Explaining Regularized High-dimensional Models
In Poster Session 3
Che-Ping Tsai · Jiong Zhang · Hsiang-Fu Yu · Eli Chien · Cho-Jui Hsieh · Pradeep Ravikumar
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #128
Parallel Neurosymbolic Integration with Concordia
In Poster Session 3
Jonathan Feldstein · Modestas Jurcius · Efthymia Tsamoura
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #129
SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot
In Poster Session 3
Elias Frantar · Dan Alistarh
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #130
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
In Poster Session 3
Shayne Longpre · Le Hou · Tu Vu · Albert Webson · Hyung Won Chung · Yi Tay · Denny Zhou · Quoc Le · Barret Zoph · Jason Wei · Adam Roberts
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #131
Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry
In Poster Session 3
Aimee Maurais · Terrence Alsup · Benjamin Peherstorfer · Youssef Marzouk
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #132
Pareto Regret Analyses in Multi-objective Multi-armed Bandit
In Poster Session 3
Mengfan Xu · Diego Klabjan
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #133
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching
In Poster Session 3
Ilgee Hong · Sen Na · Michael Mahoney · Mladen Kolar
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #134
Two Losses Are Better Than One: Faster Optimization Using a Cheaper Proxy
In Poster Session 3
Blake Woodworth · Konstantin Mishchenko · Francis Bach
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #135
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals
In Poster Session 3
Clément Bonet · Benoît Malézieux · alain rakotomamonjy · Lucas Drumetz · Thomas Moreau · Matthieu Kowalski · Nicolas Courty
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #136
Orthogonality-Enforced Latent Space in Autoencoders: An Approach to Learning Disentangled Representations
In Poster Session 3
jaehoon cha · Jeyan Thiyagalingam
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #137
SinDDM: A Single Image Denoising Diffusion Model
In Poster Session 3
Vladimir Kulikov · Shahar Yadin · Matan Kleiner · Tomer Michaeli
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #200
Distilling Internet-Scale Vision-Language Models into Embodied Agents
In Poster Session 3
Theodore R Sumers · Kenneth Marino · Arun Ahuja · Rob Fergus · Ishita Dasgupta
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #201
Emergent Agentic Transformer from Chain of Hindsight Experience
In Poster Session 3
Hao Liu · Pieter Abbeel
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #202
Bootstrapped Representations in Reinforcement Learning
In Poster Session 3
Charline Le Lan · Stephen Tu · Mark Rowland · Anna Harutyunyan · Rishabh Agarwal · Marc Bellemare · Will Dabney
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #203
PPG Reloaded: An Empirical Study on What Matters in Phasic Policy Gradient
In Poster Session 3
Kaixin Wang · Zhou Daquan · Jiashi Feng · Shie Mannor
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #204
An SDE for Modeling SAM: Theory and Insights
In Poster Session 3
Enea Monzio Compagnoni · Luca Biggio · Antonio Orvieto · Frank Proske · Hans Kersting · Aurelien Lucchi
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #205
Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels
In Poster Session 3
Simone Bombari · Shayan Kiyani · Marco Mondelli
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #206
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks
In Poster Session 3
Wenfang Sun · Yingjun Du · Xiantong Zhen · Fan Wang · Ling Wang · Cees Snoek
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #207
FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning
In Poster Session 3
Songtao Liu · Zhengkai Tu · Minkai Xu · Zuobai Zhang · Lu Lin · ZHITAO YING · Jian Tang · Peilin Zhao · Dinghao Wu
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #208
Are Large Kernels Better Teachers than Transformers for ConvNets?
In Poster Session 3
Tianjin Huang · Lu Yin · Zhenyu Zhang · Li Shen · Meng Fang · Mykola Pechenizkiy · Zhangyang “Atlas” Wang · Shiwei Liu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #209
Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests
In Poster Session 3
Lingxiao YANG · Hongzhi You · Zonglei Zhen · Dahui Wang · Xiaohong Wan · Xiaohua Xie · Ru-Yuan Zhang
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #809
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization
In Poster Session 3
Jungwuk Park · Dong-Jun Han · Soyeong Kim · Jaekyun Moon
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #210
CrossSplit: Mitigating Label Noise Memorization through Data Splitting
In Poster Session 3
Jihye Kim · Aristide Baratin · Yan Zhang · Simon Lacoste-Julien
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #211
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
In Poster Session 3
Taoan Huang · Aaron Ferber · Yuandong Tian · Bistra Dilkina · Benoit Steiner
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #212
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network
In Poster Session 3
Yuri Kinoshita · Kenta Oono · Kenji Fukumizu · Yuichi Yoshida · Shin-ichi Maeda
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #213
On Sampling with Approximate Transport Maps
In Poster Session 3
Louis Grenioux · Alain Oliviero Durmus · Eric Moulines · Marylou Gabrié
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #214
Differentiable Simulations for Enhanced Sampling of Rare Events
In Poster Session 3
Martin Šípka · Johannes Dietschreit · Lukáš Grajciar · Rafael Gomez-Bombarelli
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #215
Scaling Spherical CNNs
In Poster Session 3
Carlos Esteves · Jean-Jacques Slotine · Ameesh Makadia
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #216
Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing
In Poster Session 3
Aditya Desai · Keren Zhou · Anshumali Shrivastava
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #217
Can Large Language Models Reason about Program Invariants?
In Poster Session 3
Kexin Pei · David Bieber · Kensen Shi · Charles Sutton · Pengcheng Yin
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #218
A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions
In Poster Session 3
Daniel Lundstrom · Meisam Razaviyayn
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #219
Scaling Vision Transformers to 22 Billion Parameters
In Poster Session 3
Mostafa Dehghani · Josip Djolonga · Basil Mustafa · Piotr Padlewski · Jonathan Heek · Justin Gilmer · Andreas Steiner · Mathilde Caron · Robert Geirhos · Ibrahim Alabdulmohsin · Rodolphe Jenatton · Lucas Beyer · Michael Tschannen · Anurag Arnab · Xiao Wang · Carlos Riquelme · Matthias Minderer · Joan Puigcerver · Utku Evci · Manoj Kumar · Sjoerd van Steenkiste · Gamaleldin Elsayed · Aravindh Mahendran · Fisher Yu · Avital Oliver · Fantine Huot · Jasmijn Bastings · Mark Collier · Alexey Gritsenko · Vighnesh N Birodkar · Cristina Vasconcelos · Yi Tay · Thomas Mensink · Alexander Kolesnikov · Filip Pavetic · Dustin Tran · Thomas Kipf · Mario Lucic · Xiaohua Zhai · Daniel Keysers · Jeremiah Harmsen · Neil Houlsby
[ Slides]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #220
On Regularization and Inference with Label Constraints
In Poster Session 3
Kaifu Wang · Hangfeng He · Tin Nguyen · Piyush Kumar · Dan Roth
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #221
On Bridging the Gap between Mean Field and Finite Width Deep Random Multilayer Perceptron with Batch Normalization
In Poster Session 3
Amir Joudaki · Hadi Daneshmand · Francis Bach
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #222
SAM operates far from home: eigenvalue regularization as a dynamical phenomenon
In Poster Session 3
Atish Agarwala · Yann Nicolas Dauphin
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #223
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
In Poster Session 3
Yuchao Lin · Keqiang Yan · Youzhi Luo · Yi Liu · Xiaoning Qian · Shuiwang Ji
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #224
End-to-end Differentiable Clustering with Associative Memories
In Poster Session 3
Bishwajit Saha · Dmitry Krotov · Mohammed Zaki · Parikshit Ram
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #225
Fourmer: An Efficient Global Modeling Paradigm for Image Restoration
In Poster Session 3
Man Zhou · Jie Huang · Chunle Guo · Chongyi Li
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #226
HOPE: High-order Graph ODE For Modeling Interacting Dynamics
In Poster Session 3
Xiao Luo · Jingyang Yuan · Zijie Huang · Huiyu Jiang · Yifang Qin · Wei Ju · Ming Zhang · Yizhou Sun
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #227
SlotGAT: Slot-based Message Passing for Heterogeneous Graphs
In Poster Session 3
Ziang Zhou · Jieming Shi · Renchi Yang · Yuanhang Zou · Qing Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #229
Graph Inductive Biases in Transformers without Message Passing
In Poster Session 3
Liheng Ma · Chen Lin · Derek Lim · Adriana Romero Soriano · Puneet Dokania · Mark Coates · Phil Torr · Ser Nam Lim
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #230
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation
In Poster Session 3
Wenqing Zheng · S P Sharan · Ajay Jaiswal · Kevin Wang · Yihan Xi · Dejia Xu · Zhangyang “Atlas” Wang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #231
Autoregressive Diffusion Model for Graph Generation
In Poster Session 3
Lingkai Kong · Jiaming Cui · Haotian Sun · Yuchen Zhuang · B. Aditya Prakash · Chao Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #234
Optimal Arms Identification with Knapsacks
In Poster Session 3
Shaoang Li · Lan Zhang · Yingqi Yu · Xiangyang Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #235
Adaptive IMLE for Few-shot Pretraining-free Generative Modelling
In Poster Session 3
Mehran Aghabozorgi · Shichong Peng · Ke Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #236
Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching
In Poster Session 3
Fang Wu · Siyuan Li · Xurui Jin · Yinghui Jiang · Dragomir Radev · Zhangming Niu · Stan Z Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #237
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
In Poster Session 3
He Zhang · Bang Wu · Shuo Wang · Xiangwen Yang · Minhui Xue · Shirui Pan · Xingliang YUAN
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #300
Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models
In Poster Session 3
Wenhao Ding · Tong Che · Ding Zhao · Marco Pavone
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #414
Muse: Text-To-Image Generation via Masked Generative Transformers
In Poster Session 3
Huiwen Chang · Han Zhang · Jarred Barber · Aaron Maschinot · Jose Lezama · Lu Jiang · Ming-Hsuan Yang · Kevin Murphy · William Freeman · Michael Rubinstein · Yuanzhen Li · Dilip Krishnan
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #301
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Poses
In Poster Session 3
Yang Fu · Ishan Misra · Xiaolong Wang
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #302
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
In Poster Session 3
James Allingham · JIE REN · Michael Dusenberry · Xiuye Gu · Yin Cui · Dustin Tran · Jeremiah Liu · Balaji Lakshminarayanan
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #303
VectorMapNet: End-to-end Vectorized HD Map Learning
In Poster Session 3
yicheng Liu · Tianyuan Yuan · Yue Wang · Yilun Wang · Hang Zhao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #304
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL
In Poster Session 3
Taku Yamagata · Ahmed Khalil · Raul Santos-Rodriguez
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #232
A Statistical Perspective on Retrieval-Based Models
In Poster Session 3
Soumya Basu · Ankit Singh Rawat · Manzil Zaheer
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #305
Actor-Critic Alignment for Offline-to-Online Reinforcement Learning
In Poster Session 3
Zishun Yu · Xinhua Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #306
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute
In Poster Session 3
Michiel de Jong · Yury Zemlyanskiy · Nicholas FitzGerald · Joshua Ainslie · Sumit Sanghai · Fei Sha · William Cohen
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #307
Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data
In Poster Session 3
Lena Podina · Brydon Eastman · Mohammad Kohandel
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #308
PAC-Bayesian Offline Contextual Bandits With Guarantees
In Poster Session 3
Otmane Sakhi · Pierre Alquier · Nicolas Chopin
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #309
Exponential Smoothing for Off-Policy Learning
In Poster Session 3
Imad AOUALI · Victor-Emmanuel Brunel · David Rohde · Anna Korba
[ Slides]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #310
A Kernelized Stein Discrepancy for Biological Sequences
In Poster Session 3
Alan Amin · Eli Weinstein · Debora Marks
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #311
Sequential Counterfactual Risk Minimization
In Poster Session 3
Houssam Zenati · Eustache Diemert · Matthieu Martin · Julien Mairal · Pierre Gaillard
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #312
Optimal LP Rounding and Linear-Time Approximation Algorithms for Clustering Edge-Colored Hypergraphs
In Poster Session 3
Nate Veldt
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #313
Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models
In Poster Session 3
Jamil Arbas · Hassan Ashtiani · Christopher Liaw
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #314
Improved Online Conformal Prediction via Strongly Adaptive Online Learning
In Poster Session 3
Aadyot Bhatnagar · Huan Wang · Caiming Xiong · Yu Bai
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #315
A Study on Transformer Configuration and Training Objective
In Poster Session 3
Fuzhao Xue · Jianghai Chen · Aixin Sun · Xiaozhe Ren · Zangwei Zheng · Xiaoxin He · Yongming Chen · Xin Jiang · Yang You
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #316
Learning to Boost Training by Periodic Nowcasting Near Future Weights
In Poster Session 3
Jinhyeok Jang · Woo-han Yun · Won Hwa Kim · Youngwoo Yoon · Jaehong Kim · Jaeyeon Lee · ByungOk Han
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #317
Evolving Semantic Prototype Improves Generative Zero-Shot Learning
In Poster Session 3
Shiming Chen · Wenjin Hou · Ziming Hong · Xiaohan Ding · Yibing Song · Xinge You · Tongliang Liu · Kun Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #318
A Universal Unbiased Method for Classification from Aggregate Observations
In Poster Session 3
Zixi Wei · Lei Feng · Bo Han · Tongliang Liu · Gang Niu · Xiaofeng Zhu · Heng Tao Shen
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #319
LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control
In Poster Session 3
Xujie Song · Jingliang Duan · Wenxuan Wang · Shengbo Li · Chen Chen · Bo Cheng · Bo Zhang · Junqing Wei · Xiaoming (Simon) Wang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #320
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning
In Poster Session 3
Kishaan Jeeveswaran · Prashant Bhat · Bahram Zonooz · Elahe Arani
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #321
On the Effectiveness of Offline RL for Dialogue Response Generation
In Poster Session 3
Paloma Sodhi · Felix Wu · Ethan Elenberg · Kilian Weinberger · Ryan Mcdonald
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #322
Generalized Disparate Impact for Configurable Fairness Solutions in ML
In Poster Session 3
Luca Giuliani · Eleonora Misino · Michele Lombardi
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #323
Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits
In Poster Session 3
Jongyeong Lee · Junya Honda · Chao-Kai Chiang · Masashi Sugiyama
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #324
Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten
In Poster Session 3
Satyapriya Krishna · Jiaqi Ma · Himabindu Lakkaraju
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #325
On the Connection Between MPNN and Graph Transformer
In Poster Session 3
Chen Cai · Truong Son Hy · Rose Yu · Yusu Wang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #326
A Fully First-Order Method for Stochastic Bilevel Optimization
In Poster Session 3
Jeongyeol Kwon · Dohyun Kwon · Stephen Wright · Robert Nowak
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #327
Horizon-free Learning for Markov Decision Processes and Games: Stochastically Bounded Rewards and Improved Bounds
In Poster Session 3
Shengshi Li · Lin Yang
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #328
Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits
In Poster Session 3
Heyang Zhao · Dongruo Zhou · Jiafan He · Quanquan Gu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #329
Concurrent Shuffle Differential Privacy Under Continual Observation
In Poster Session 3
Jay Tenenbaum · Haim Kaplan · Yishay Mansour · Uri Stemmer
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #330
The Optimal Approximation Factors in Misspecified Off-Policy Value Function Estimation
In Poster Session 3
Philip Amortila · Nan Jiang · Csaba Szepesvari
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #331
Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation
In Poster Session 3
Hendrik Fichtenberger · Monika Henzinger · Jalaj Upadhyay
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #332
Projected Tensor Power Method for Hypergraph Community Recovery
In Poster Session 3
Jinxin Wang · Yuen-Man Pun · Xiaolu Wang · Peng Wang · Anthony Man-Cho So
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #333
LegendreTron: Uprising Proper Multiclass Loss Learning
In Poster Session 3
Kevin H. Lam · Christian Walder · Spiridon Penev · Richard Nock
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #334
A Nearly-Optimal Bound for Fast Regression with $\ell_\infty$ Guarantee
In Poster Session 3
Zhao Song · Mingquan Ye · Junze Yin · Lichen Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #335
Adapting to game trees in zero-sum imperfect information games
In Poster Session 3
Côme Fiegel · Pierre Menard · Tadashi Kozuno · Remi Munos · Vianney Perchet · Michal Valko
[ Slides] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #336
Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation
In Poster Session 3
Orin Levy · Alon Cohen · Asaf Cassel · Yishay Mansour
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #337
Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits
In Poster Session 3
Chen Wang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #338
Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories
In Poster Session 3
Zixuan Zhang · Minshuo Chen · Mengdi Wang · Wenjing Liao · Tuo Zhao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #400
Fast Rates for Maximum Entropy Exploration
In Poster Session 3
Daniil Tiapkin · Denis Belomestny · Daniele Calandriello · Eric Moulines · Remi Munos · Alexey Naumov · Pierre Perrault · Yunhao Tang · Michal Valko · Pierre Menard
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #401
Achieving Linear Speedup in Non-IID Federated Bilevel Learning
In Poster Session 3
Minhui Huang · Dewei Zhang · Kaiyi Ji
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #402
Measuring the Impact of Programming Language Distribution
In Poster Session 3
Gabriel Orlanski · Kefan Xiao · Xavier Garcia · Jeffrey Hui · Joshua Howland · Jonathan Malmaud · Jacob Austin · Rishabh Singh · Michele Catasta
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #403
Hierarchical Imitation Learning with Vector Quantized Models
In Poster Session 3
Kalle Kujanpää · Joni Pajarinen · Alexander Ilin
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #404
CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data
In Poster Session 3
Yuhua Zhang · Walter Dempsey
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #405
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics
In Poster Session 3
Jiacheng Zhu · Jielin Qiu · Aritra Guha · Zhuolin Yang · XuanLong Nguyen · Bo Li · Ding Zhao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #406
SAAL: Sharpness-Aware Active Learning
In Poster Session 3
Yoon-Yeong Kim · Youngjae Cho · JoonHo Jang · Byeonghu Na · Yeongmin Kim · Kyungwoo Song · Wanmo Kang · IL CHUL MOON
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #407
Structural Re-weighting Improves Graph Domain Adaptation
In Poster Session 3
Shikun Liu · Tianchun Li · Yongbin Feng · Nhan Tran · Han Zhao · Qiang Qiu · Pan Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #408
Total Variation Graph Neural Networks
In Poster Session 3
Jonas B. Hansen · Filippo Maria Bianchi
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #409
STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition
In Poster Session 3
Yucheng Lu · Shivani Agrawal · Suvinay Subramanian · Oleg Rybakov · Chris De Sa · Amir Yazdanbakhsh
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #410
Distributional Offline Policy Evaluation with Predictive Error Guarantees
In Poster Session 3
Runzhe Wu · Masatoshi Uehara · Wen Sun
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #233
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
In Poster Session 3
Tongtian Zhu · Fengxiang He · Kaixuan Chen · Mingli Song · Dacheng Tao
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #412
Go Beyond Imagination: Maximizing Episodic Reachability with World Models
In Poster Session 3
Yao Fu · Run Peng · Honglak Lee
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #413
Multi-task Hierarchical Adversarial Inverse Reinforcement Learning
In Poster Session 3
Jiayu Chen · Dipesh Tamboli · Tian Lan · Vaneet Aggarwal
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #415
In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation
In Poster Session 3
Alicia Curth · Mihaela van der Schaar
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #715
Attributing Image Generative Models using Latent Fingerprints
In Poster Session 3
Guangyu Nie · Changhoon Kim · 'YZ' Yezhou Yang · Yi Ren
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #416
On Provable Copyright Protection for Generative Models
In Poster Session 3
Nikhil Vyas · Sham Kakade · Boaz Barak
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #418
On the Robustness of Text Vectorizers
In Poster Session 3
Rémi Catellier · Samuel Vaiter · Damien Garreau
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #419
Neural Inverse Operators for Solving PDE Inverse Problems
In Poster Session 3
Roberto Molinaro · Yunan Yang · Björn Engquist · Siddhartha Mishra
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #420
Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks
In Poster Session 3
T. Anderson Keller · Max Welling
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #421
Graph Reinforcement Learning for Network Control via Bi-Level Optimization
In Poster Session 3
Daniele Gammelli · James Harrison · Kaidi Yang · Marco Pavone · Filipe Rodrigues · Francisco Pereira
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #422
Image Restoration with Mean-Reverting Stochastic Differential Equations
In Poster Session 3
Ziwei Luo · Fredrik K. Gustafsson · Zheng Zhao · Jens Sjölund · Thomas Schön
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #423
Variance Control for Distributional Reinforcement Learning
In Poster Session 3
Qi Kuang · Zhoufan Zhu · Liwen Zhang · Fan Zhou
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #424
Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value
In Poster Session 3
Yongchan Kwon · James Zou
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #425
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs
In Poster Session 3
Kaiwen Zheng · Cheng Lu · Jianfei Chen · Jun Zhu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #426
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs
In Poster Session 3
Michael Kirchhof · Enkelejda Kasneci · Seong Joon Oh
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #427
Policy Gradient in Robust MDPs with Global Convergence Guarantee
In Poster Session 3
Qiuhao Wang · Chin Pang Ho · Marek Petrik
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #411
Stable Estimation of Heterogeneous Treatment Effects
In Poster Session 3
Anpeng Wu · Kun Kuang · Ruoxuan Xiong · Bo Li · Fei Wu
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #428
Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling
In Poster Session 3
Yuta Saito · Qingyang Ren · Thorsten Joachims
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #429
Fair and Optimal Classification via Post-Processing
In Poster Session 3
Ruicheng Xian · Lang Yin · Han Zhao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #430
Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP
In Poster Session 3
Jiacheng Guo · Zihao Li · Huazheng Wang · Mengdi Wang · Zhuoran Yang · Xuezhou Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #431
End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization
In Poster Session 3
Shohei Taniguchi · Masahiro Suzuki · Yusuke Iwasawa · Yutaka Matsuo
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #432
A Generalization of ViT/MLP-Mixer to Graphs
In Poster Session 3
Xiaoxin He · Bryan Hooi · Thomas Laurent · Adam Perold · Yann LeCun · Xavier Bresson
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #433
Model-agnostic Measure of Generalization Difficulty
In Poster Session 3
Akhilan Boopathy · Kevin Liu · Jaedong Hwang · Shu Ge · Asaad Mohammedsaleh · Ila R. Fiete
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #434
The Acquisition of Physical Knowledge in Generative Neural Networks
In Poster Session 3
Luca M. Schulze Buschoff · Eric Schulz · Marcel Binz
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #435
PAC Prediction Sets for Large Language Models of Code
In Poster Session 3
Adam Khakhar · Stephen Mell · Osbert Bastani
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #436
Deep Laplacian-based Options for Temporally-Extended Exploration
In Poster Session 3
Martin Klissarov · Marlos C. Machado
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #437
Learning-augmented private algorithms for multiple quantile release
In Poster Session 3
Mikhail Khodak · Kareem Amin · Travis Dick · Sergei Vassilvitskii
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #438
Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization
In Poster Session 3
Brendan O'Donoghue
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #439
Best Arm Identification in Multi-Agent Multi-Armed Bandits
In Poster Session 3
Filippo Vannella · Alexandre Proutiere · Jaeseong Jeong
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #440
Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits
In Poster Session 3
Yunlong Hou · Vincent Tan · Zixin Zhong
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #441
Who Needs to Know? Minimal Knowledge for Optimal Coordination
In Poster Session 3
Niklas Lauffer · Ameesh Shah · Micah Carroll · Michael Dennis · Stuart Russell
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #442
Mimetic Initialization of Self-Attention Layers
In Poster Session 3
Asher Trockman · Zico Kolter
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #500
Data Representations' Study of Latent Image Manifolds
In Poster Session 3
Ilya Kaufman · Omri Azencot
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #501
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology
In Poster Session 3
Francesco Di Giovanni · Lorenzo Giusti · Federico Barbero · Giulia Luise · Pietro Lió · Michael Bronstein
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #502
General Sequential Episodic Memory Model
In Poster Session 3
Arjun Karuvally · Terrence Sejnowski · Hava Siegelmann
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #503
Shape-Guided Dual-Memory Learning for 3D Anomaly Detection
In Poster Session 3
YU-MIN CHU · Chieh Liu · Ting-I Hsieh · Hwann-Tzong Chen · Tyng-Luh Liu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #504
Calibrating Multimodal Learning
In Poster Session 3
Huan Ma · Qingyang Zhang · Changqing Zhang · Bingzhe Wu · Huazhu Fu · Joey Tianyi Zhou · Qinghua Hu
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #505
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
In Poster Session 3
Zifeng Wang · Zheng Zhan · Yifan Gong · Yucai Shao · Stratis Ioannidis · Yanzhi Wang · Jennifer Dy
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #506
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts
In Poster Session 3
Minghao Xu · Xinyu Yuan · Santiago Miret · Jian Tang
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #507
Anchor Sampling for Federated Learning with Partial Client Participation
In Poster Session 3
Feijie Wu · Song Guo · Zhihao Qu · Shiqi He · Ziming Liu · Jing Gao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #508
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests
In Poster Session 3
Bohang Zhang · Guhao Feng · Yiheng Du · Di He · Liwei Wang
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #509
Towards Deep Attention in Graph Neural Networks: Problems and Remedies
In Poster Session 3
Soo Yong Lee · Fanchen Bu · Jaemin Yoo · Kijung Shin
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #510
On the Impact of Algorithmic Recourse on Social Segregation
In Poster Session 3
Ruijiang Gao · Himabindu Lakkaraju
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #511
Memory-Based Meta-Learning on Non-Stationary Distributions
In Poster Session 3
Tim Genewein · Gregoire Deletang · Anian Ruoss · Li Kevin Wenliang · Elliot Catt · Vincent Dutordoir · Jordi Grau-Moya · Laurent Orseau · Marcus Hutter · Joel Veness
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #512
Polynomial Preconditioning for Gradient Methods
In Poster Session 3
Nikita Doikov · Anton Rodomanov
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #513
Delay-agnostic Asynchronous Coordinate Update Algorithm
In Poster Session 3
Xuyang Wu · Changxin Liu · Sindri Magnússon · Mikael Johansson
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #514
Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time
In Poster Session 3
Toon Vanderschueren · Alicia Curth · Wouter Verbeke · Mihaela van der Schaar
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #515
Parameter-Level Soft-Masking for Continual Learning
In Poster Session 3
Tatsuya Konishi · Mori Kurokawa · Chihiro Ono · Zixuan Ke · Gyuhak Kim · Bing Liu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #517
Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set
In Poster Session 3
Enming Liang · Minghua Chen · Steven Low
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #518
On the Within-Group Fairness of Screening Classifiers
In Poster Session 3
Nastaran Okati · Stratis Tsirtsis · Manuel Gomez-Rodriguez
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #519
Provable Benefit of Mixup for Finding Optimal Decision Boundaries
In Poster Session 3
Junsoo Oh · Chulhee Yun
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #520
Large Language Models Can Be Easily Distracted by Irrelevant Context
In Poster Session 3
Haoyue Shi · Xinyun Chen · Kanishka Misra · Nathan Scales · David Dohan · Ed Chi · Nathanael Schärli · Denny Zhou
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #521
Resurrecting Recurrent Neural Networks for Long Sequences
In Poster Session 3
Antonio Orvieto · Samuel Smith · Albert Gu · Anushan Fernando · Caglar Gulcehre · Razvan Pascanu · Soham De
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #522
NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data
In Poster Session 3
LIU SONGMING · Zhongkai Hao · Chengyang Ying · Hang Su · Ze Cheng · Jun Zhu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #523
Differentially Private Optimization on Large Model at Small Cost
In Poster Session 3
Zhiqi Bu · Yu-Xiang Wang · Sheng Zha · George Karypis
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #524
SpeedDETR: Speed-aware Transformers for End-to-end Object Detection
In Poster Session 3
Peiyan Dong · Zhenglun Kong · Xin Meng · PENG ZHANG · hao tang · Yanzhi Wang · Chih-Hsien Chou
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #525
NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition
In Poster Session 3
Xinquan Huang · Wenlei Shi · Qi Meng · Yue Wang · Xiaotian Gao · Jia Zhang · Tie-Yan Liu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #526
Less is More: Task-aware Layer-wise Distillation for Language Model Compression
In Poster Session 3
Chen Liang · Simiao Zuo · Qingru Zhang · Pengcheng He · Weizhu Chen · Tuo Zhao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #527
Understanding Backdoor Attacks through the Adaptability Hypothesis
In Poster Session 3
Xun Xian · Ganghua Wang · Jayanth Srinivasa · Ashish Kundu · Xuan Bi · Mingyi Hong · Jie Ding
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #528
Proximal Causal Learning of Conditional Average Treatment Effects
In Poster Session 3
Erik Sverdrup · Yifan Cui
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #529
Fast Private Kernel Density Estimation via Locality Sensitive Quantization
In Poster Session 3
Tal Wagner · Yonatan Naamad · Nina Mishra
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #530
Approximate Causal Effect Identification under Weak Confounding
In Poster Session 3
Ziwei Jiang · Lai Wei · Murat Kocaoglu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #531
Regression with Label Permutation in Generalized Linear Model
In Poster Session 3
Guanhua Fang · Ping Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #532
Multi-Task Differential Privacy Under Distribution Skew
In Poster Session 3
Walid Krichene · Prateek Jain · Shuang Song · Mukund Sundararajan · Abhradeep Guha Thakurta · Li Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #533
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points
In Poster Session 3
Ziye Ma · Igor Molybog · Javad Lavaei · Somayeh Sojoudi
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #534
Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion
In Poster Session 3
Marin Biloš · Kashif Rasul · Anderson Schneider · Yuriy Nevmyvaka · Stephan Günnemann
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #535
Towards Understanding and Improving GFlowNet Training
In Poster Session 3
Max Shen · Emmanuel Bengio · Ehsan Hajiramezanali · Andreas Loukas · Kyunghyun Cho · Tommaso Biancalani
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #536
Certifying Ensembles: A General Certification Theory with S-Lipschitzness
In Poster Session 3
Aleksandar Petrov · Francisco Eiras · Amartya Sanyal · Phil Torr · Adel Bibi
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #537
Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy
In Poster Session 3
Xing Liu · Andrew Duncan · Axel Gandy
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #538
Adaptive Barrier Smoothing for First-Order Policy Gradient with Contact Dynamics
In Poster Session 3
Shenao Zhang · Wanxin Jin · Zhaoran Wang
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #539
Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization
In Poster Session 3
Jian Cao · Myeongjong Kang · Felix Jimenez · Huiyan Sang · Florian Schaefer · Matthias Katzfuss
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #540
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming
In Poster Session 3
Steven Adams · Andrea Patane · Morteza Lahijanian · Luca Laurenti
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #541
EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression
In Poster Session 3
Kaja Gruntkowska · Alexander Tyurin · Peter Richtarik
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #542
Existence and Estimation of Critical Batch Size for Training Generative Adversarial Networks with Two Time-Scale Update Rule
In Poster Session 3
Naoki Sato · Hideaki Iiduka
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #543
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts
In Poster Session 3
Qihan Ren · Huiqi Deng · Yunuo Chen · Siyu Lou · Quanshi Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #544
StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes
In Poster Session 3
Vaibhav Bihani · Sahil Manchanda · Srikanth Sastry · Sayan Ranu · N M Anoop Krishnan
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #545
On the Functional Similarity of Robust and Non-Robust Neural Representations
In Poster Session 3
András Balogh · Mark Jelasity
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #601
Aligning Language Models with Preferences through $f$-divergence Minimization
In Poster Session 3
Dongyoung Go · Tomasz Korbak · Germán Kruszewski · Jos Rozen · Nahyeon Ryu · Marc Dymetman
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #602
On the Convergence of Federated Averaging with Cyclic Client Participation
In Poster Session 3
Yae Jee Cho · PRANAY SHARMA · Gauri Joshi · Zheng Xu · Satyen Kale · Tong Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #603
Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias
In Poster Session 3
Ryo Karakida · Tomoumi Takase · Tomohiro Hayase · Kazuki Osawa
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #604
Robustly Learning a Single Neuron via Sharpness
In Poster Session 3
Puqian Wang · Nikos Zarifis · Ilias Diakonikolas · Jelena Diakonikolas
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #605
Online Restless Bandits with Unobserved States
In Poster Session 3
Bowen Jiang · Bo Jiang · Jian Li · TAO LIN · Xinbing Wang · Chenghu Zhou
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #606
Beyond Reward: Offline Preference-guided Policy Optimization
In Poster Session 3
Yachen Kang · Diyuan Shi · Jinxin Liu · Li He · Donglin Wang
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #607
Streaming Submodular Maximization with Differential Privacy
In Poster Session 3
Anamay Chaturvedi · Huy Nguyen · Thy Nguyen
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #608
Atari-5: Distilling the Arcade Learning Environment down to Five Games
In Poster Session 3
Matthew Aitchison · Penny Sweetser · Marcus Hutter
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #609
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
In Poster Session 3
Eric Mitchell · Yoonho Lee · Alexander Khazatsky · Christopher Manning · Chelsea Finn
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #611
An Effective Meaningful Way to Evaluate Survival Models
In Poster Session 3
Shi-ang Qi · Neeraj Kumar · Mahtab Farrokh · Weijie Sun · Li-Hao Kuan · Rajesh Ranganath · Ricardo Henao · Russell Greiner
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #612
Efficient RL via Disentangled Environment and Agent Representations
In Poster Session 3
Kevin Gmelin · Shikhar Bahl · Russell Mendonca · Deepak Pathak
[ Slides]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #613
Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic
In Poster Session 3
Terufumi Morishita · Gaku Morio · Atsuki Yamaguchi · Yasuhiro Sogawa
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #614
Towards Understanding Generalization of Graph Neural Networks
In Poster Session 3
Huayi Tang · Yong Liu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #615
Learning Physical Models that Can Respect Conservation Laws
In Poster Session 3
Derek Hansen · Danielle Robinson · Shima Alizadeh · Gaurav Gupta · Michael Mahoney
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #616
Are Random Decompositions all we need in High Dimensional Bayesian Optimisation?
In Poster Session 3
Juliusz Ziomek · Haitham Bou Ammar
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #617
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
In Poster Session 3
Siyuan Li · Di Wu · Fang Wu · Zelin Zang · Stan Z Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #618
Curious Replay for Model-based Adaptation
In Poster Session 3
Isaac Kauvar · Chris Doyle · Linqi Zhou · Nick Haber
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #619
Temporally Consistent Transformers for Video Generation
In Poster Session 3
Wilson Yan · Danijar Hafner · Stephen James · Pieter Abbeel
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #620
Adaptive Estimation of Graphical Models under Total Positivity
In Poster Session 3
Jiaxi Ying · Jose Vinicius de Miranda Cardoso · Daniel Palomar
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #621
Nearly-tight Bounds for Deep Kernel Learning
In Poster Session 3
Yi-Fan Zhang · Min-Ling Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #622
Best of Both Worlds Policy Optimization
In Poster Session 3
Christoph Dann · Chen-Yu Wei · Julian Zimmert
[ Slides]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #623
Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion
In Poster Session 3
Ashok Cutkosky · Harsh Mehta · Francesco Orabona
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #624
High-dimensional Location Estimation via Norm Concentration for Subgamma Vectors
In Poster Session 3
Shivam Gupta · Jasper Lee · Eric Price
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #417
CRISP: Curriculum based Sequential neural decoders for Polar code family
In Poster Session 3
S Ashwin Hebbar · Viraj Nadkarni · Ashok Vardhan Makkuva · Suma Bhat · Sewoong Oh · Pramod Viswanath
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #625
Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning
In Poster Session 3
Jiatai Huang · Yan Dai · Longbo Huang
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #626
Scalable Adaptive Computation for Iterative Generation
In Poster Session 3
Allan Jabri · David Fleet · Ting Chen
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #627
On the Training Instability of Shuffling SGD with Batch Normalization
In Poster Session 3
David X. Wu · Chulhee Yun · Suvrit Sra
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #628
Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality
In Poster Session 3
Guy Ohayon · Theo Adrai · Michael Elad · Tomer Michaeli
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #629
On the Robustness of Randomized Ensembles to Adversarial Perturbations
In Poster Session 3
Hassan Dbouk · Naresh Shanbhag
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #630
Exploring Model Dynamics for Accumulative Poisoning Discovery
In Poster Session 3
Jianing Zhu · Xiawei Guo · Jiangchao Yao · Chao Du · LI He · Shuo Yuan · Tongliang Liu · Liang Wang · Bo Han
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #632
Adversarial Learning of Distributional Reinforcement Learning
In Poster Session 3
Yang Sui · Yukun Huang · Hongtu Zhu · Fan Zhou
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #633
Understanding the Complexity Gains of Single-Task RL with a Curriculum
In Poster Session 3
Qiyang Li · Yuexiang Zhai · Yi Ma · Sergey Levine
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #634
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models
In Poster Session 3
Rongjie Huang · Jiawei Huang · Dongchao Yang · Yi Ren · Luping Liu · Mingze Li · Zhenhui Ye · Jinglin Liu · Xiang Yin · Zhou Zhao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #635
Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective
In Poster Session 3
Liangliang Shi · Gu Zhang · Haoyu Zhen · Jintao Fan · Junchi Yan
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #636
Constrained Causal Bayesian Optimization
In Poster Session 3
Virginia Aglietti · Alan Malek · Ira Ktena · Silvia Chiappa
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #637
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects
In Poster Session 3
Naoufal Acharki · Ramiro Lugo · Antoine Bertoncello · Josselin Garnier
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #638
LinSATNet: The Positive Linear Satisfiability Neural Networks
In Poster Session 3
Runzhong Wang · Yunhao Zhang · Ziao Guo · Tianyi Chen · Xiaokang Yang · Junchi Yan
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #810
Not all Strongly Rayleigh Distributions Have Small Probabilistic Generating Circuits
In Poster Session 3
Markus Bläser
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #639
Specializing Smaller Language Models towards Multi-Step Reasoning
In Poster Session 3
Yao Fu · Hao Peng · Litu Ou · Ashish Sabharwal · Tushar Khot
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #640
Equivariant Architectures for Learning in Deep Weight Spaces
In Poster Session 3
Aviv Navon · Aviv Shamsian · Idan Achituve · Ethan Fetaya · Gal Chechik · Haggai Maron
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #228
Tighter Bounds on the Expressivity of Transformer Encoders
In Poster Session 3
David Chiang · Peter Cholak · Anand Pillay
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #641
H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features
In Poster Session 3
Hangbin Lee · Youngjo Lee
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #642
Fairness in Streaming Submodular Maximization over a Matroid Constraint
In Poster Session 3
Marwa El Halabi · Federico Fusco · Ashkan Norouzi-Fard · Jakab Tardos · Jakub Tarnawski
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #643
Difference of submodular minimization via DC programming
In Poster Session 3
Marwa El Halabi · George Orfanides · Tim Hoheisel
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #644
Scalable Safe Policy Improvement via Monte Carlo Tree Search
In Poster Session 3
Alberto Castellini · Federico Bianchi · Edoardo Zorzi · Thiago Simão · Alessandro Farinelli · Matthijs T. J. Spaan
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #645
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-type Samplers
In Poster Session 3
Sitan Chen · Giannis Daras · Alexandros Dimakis
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #700
Enabling First-Order Gradient-Based Learning for Equilibrium Computation in Markets
In Poster Session 3
Nils Kohring · Fabian R. Pieroth · Martin Bichler
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #701
Semiparametrically Efficient Off-Policy Evaluation in Linear Markov Decision Processes
In Poster Session 3
Chuhan Xie · Wenhao Yang · Zhihua Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #811
Sequential Predictive Conformal Inference for Time Series
In Poster Session 3
Chen Xu · Yao Xie
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #702
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances
In Poster Session 3
Ruben Ohana · Kimia Nadjahi · alain rakotomamonjy · Ralaivola Liva
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #703
Generative Adversarial Symmetry Discovery
In Poster Session 3
Jianke Yang · Robin Walters · Nima Dehmamy · Rose Yu
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #704
Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification
In Poster Session 3
Juan Maroñas Molano · Daniel Hernández-Lobato
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #705
OCD: Learning to Overfit with Conditional Diffusion Models
In Poster Session 3
Shahar Lutati · Lior Wolf
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #706
Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models
In Poster Session 3
Alexander Lin · Bahareh Tolooshams · Yves Atchade · Demba Ba
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #707
Conformalization of Sparse Generalized Linear Models
In Poster Session 3
Etash Guha · Eugene Ndiaye · Xiaoming Huo
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #708
Protecting Language Generation Models via Invisible Watermarking
In Poster Session 3
Xuandong Zhao · Yu-Xiang Wang · Lei Li
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #709
The Dormant Neuron Phenomenon in Deep Reinforcement Learning
In Poster Session 3
Ghada Sokar · Rishabh Agarwal · Pablo Samuel Castro · Utku Evci
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #710
Model Transferability with Responsive Decision Subjects
In Poster Session 3
Yatong Chen · Zeyu Tang · Kun Zhang · Yang Liu
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #711
Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs
In Poster Session 3
Steinar Laenen · Bogdan Manghiuc · He Sun
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #712
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation
In Poster Session 3
Chieh-Hsin Lai · Yuhta Takida · Naoki Murata · Toshimitsu Uesaka · Yuki Mitsufuji · Stefano Ermon
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #713
Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond
In Poster Session 3
Jaeyoung Cha · Jaewook Lee · Chulhee Yun
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #714
Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction
In Poster Session 3
Andrey Savchenko
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #716
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
In Poster Session 3
Grant Strimel · Yi Xie · Brian King · martin radfar · Ariya Rastrow · Athanasios Mouchtaris
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #717
PAC-Bayesian Generalization Bounds for Adversarial Generative Models
In Poster Session 3
Sokhna Diarra Mbacke · Florence Clerc · Pascal Germain
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #718
How to address monotonicity for model risk management?
In Poster Session 3
Dangxing Chen · Weicheng Ye
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #719
Causal Modeling of Policy Interventions From Treatment–Outcome Sequences
In Poster Session 3
Çağlar Hızlı · ST John · Anne Juuti · Tuure Saarinen · Kirsi Pietiläinen · Pekka Marttinen
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #720
Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data
In Poster Session 3
Zuxin Liu · Zijian Guo · Zhepeng Cen · Huan Zhang · Yihang Yao · Hanjiang Hu · Ding Zhao
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #721
Low-Switching Policy Gradient with Exploration via Online Sensitivity Sampling
In Poster Session 3
Yunfan Li · Yiran Wang · Yu Cheng · Lin Yang
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #722
Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization
In Poster Session 3
SIJIA CHEN · Wei-Wei Tu · Peng Zhao · Lijun Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #723
On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network
In Poster Session 3
Shijun Zhang · Jianfeng Lu · Hongkai Zhao
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #724
Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction
In Poster Session 3
Daniel Haider · Martin Ehler · Peter Balazs
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #725
Image generation with shortest path diffusion
In Poster Session 3
Ayan Das · Stathi Fotiadis · Anil Batra · Farhang Nabiei · FengTing Liao · Sattar Vakili · Da-shan Shiu · Alberto Bernacchia
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #726
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
In Poster Session 3
Hojoon Lee · Koanho Lee · Dongyoon Hwang · Hyunho Lee · Byungkun Lee · Jaegul Choo
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #727
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
In Poster Session 3
Timothy Castiglia · Yi Zhou · Shiqiang Wang · Swanand Kadhe · Nathalie Baracaldo · Stacy Patterson
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #728
InGram: Inductive Knowledge Graph Embedding via Relation Graphs
In Poster Session 3
Jaejun Lee · Chanyoung Chung · Joyce Whang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #729
UPSCALE: Unconstrained Channel Pruning
In Poster Session 3
Alvin Wan · Hanxiang Hao · Kaushik Patnaik · Yueyang Xu · Omer Hadad · David Güera · Zhile Ren · Qi Shan
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #730
Path Neural Networks: Expressive and Accurate Graph Neural Networks
In Poster Session 3
Gaspard Michel · Giannis Nikolentzos · Johannes Lutzeyer · Michalis Vazirgiannis
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #731
Rethink DARTS Search Space and Renovate a New Benchmark
In Poster Session 3
Jiuling Zhang · Zhingming Ding
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #732
Variational Open-Domain Question Answering
In Poster Session 3
Valentin Liévin · Andreas Geert Motzfeldt · Ida Jensen · Ole Winther
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #733
Gradient-Free Structured Pruning with Unlabeled Data
In Poster Session 3
Azade Nova · Hanjun Dai · Dale Schuurmans
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #734
GREAD: Graph Neural Reaction-Diffusion Networks
In Poster Session 3
Jeongwhan Choi · Seoyoung Hong · Noseong Park · Sung-Bae Cho
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #735
Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources
In Poster Session 3
Chengshuai Shi · Wei Xiong · Cong Shen · Jing Yang
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #736
Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration
In Poster Session 3
Blaise Delattre · Quentin Barthélemy · Alexandre Araujo · Alexandre Allauzen
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #737
Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch
In Poster Session 3
Xunyi Zhao · Théotime Le Hellard · Lionel Eyraud-Dubois · Julia Gusak · Olivier Beaumont
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #738
The Statistical Scope of Multicalibration
In Poster Session 3
Georgy Noarov · Aaron Roth
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #739
Cross-Entropy Loss Functions: Theoretical Analysis and Applications
In Poster Session 3
Anqi Mao · Mehryar Mohri · Yutao Zhong
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #740
On Many-Actions Policy Gradient
In Poster Session 3
Michal Nauman · Marek Cygan
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #741
The Test of Tests: A Framework for Differentially Private Hypothesis Testing
In Poster Session 3
Zeki Kazan · Kaiyan Shi · Adam Groce · Andrew Bray
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #742
Automated Search for Conjectures on Mathematical Constants using Analysis of Integer Sequences
In Poster Session 3
Ofir Razon · Yoav Harris · Shahar Gottlieb · Dan Carmon · Ofir David · Ido Kaminer
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #743
Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits
In Poster Session 3
Zongqi Wan · Jialin Zhang · Wei Chen · Xiaoming Sun · Zhijie Zhang
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #800
Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing
In Poster Session 3
Jiaxiang Ren · Yang Zhou · Jiayin Jin · Lingjuan Lyu · Da Yan
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #801
Nonparametric Extensions of Randomized Response for Private Confidence Sets
In Poster Session 3
Ian Waudby-Smith · Steven Wu · Aaditya Ramdas
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #802
Revisiting Weighted Aggregation in Federated Learning with Neural Networks
In Poster Session 3
Zexi Li · Tao Lin · Xinyi Shang · Chao Wu
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #803
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation
In Poster Session 3
Huaishao Luo · Junwei Bao · Youzheng Wu · Xiaodong He · Tianrui Li
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #804
Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders
In Poster Session 3
Oskar Kviman · Ricky Molén · Alexandra Hotti · Semih Kurt · Víctor Elvira · Jens Lagergren
[ PDF] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #805
From Perception to Programs: Regularize, Overparameterize, and Amortize
In Poster Session 3
Hao Tang · Kevin Ellis
[ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #806
Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice
In Poster Session 3
Yishay Mansour · Richard Nock · Robert C. Williamson
[ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #807
A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer
In Poster Session 3
Hongyi Pan · Xin Zhu · Salih Furkan Atici · Ahmet Cetin
[ Slides]  [ PDF]  [ Poster] 
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #808
Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings
In Poster Session 3
Masatoshi Uehara · Ayush Sekhari · Jason Lee · Nathan Kallus · Wen Sun
[ PDF]