ICML 2023 Schedule

(343 events) Timezone:

Show all

Toggle Poster Visibility

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #105

Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks

In Poster Session 2

Aleksandr Shevchenko · Vyacheslav Kungurtsev · Marco Mondelli

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #127

Knowledge Hypergraph Embedding Meets Relational Algebra

In Poster Session 2

Bahare Fatemi · Perouz Taslakian · David Vazquez · David Poole

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #119

On Generalizations of Some Distance Based Classifiers for HDLSS Data

In Poster Session 2

Sarbojit Roy · Soham Sarkar · Subhajit Dutta · Anil K. Ghosh

[ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #132

Towards Learning to Imitate from a Single Video Demonstration

In Poster Session 2

Glen Berseth · Florian Golemo · Christopher Pal

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #102

Weakly Supervised Disentangled Generative Causal Representation Learning

In Poster Session 2

Xinwei Shen · Furui Liu · Hanze Dong · Qing Lian · Zhitang Chen · Tong Zhang

[ Slides] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #118

Adversarial Classification: Necessary Conditions and Geometric Flows

In Poster Session 2

Nicolas Garcia Trillos · Ryan Murray

[ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #110

Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks

In Poster Session 2

El Mehdi Achour · Francois Malgouyres · Franck Mamalet

[ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #129

A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models

In Poster Session 2

Minwoo Chae · Dongha Kim · Yongdai Kim · Lizhen Lin

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #121

XAI Beyond Classification: Interpretable Neural Clustering

In Poster Session 2

Xi Peng · Yunfan Li · Ivor W. Tsang · Hongyuan Zhu · Jiancheng Lv · Joey Tianyi Zhou

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #114

Mitigating the Effects of Non-Identifiability on Inference for Bayesian Neural Networks with Latent Variables

In Poster Session 2

Yaniv Yacoby · Weiwei Pan · Finale Doshi-Velez

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #130

Minimal Width for Universal Property of Deep RNN

In Poster Session 2

Chang hoon Song · Geonho Hwang · Jun ho Lee · Myungjoo Kang

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #131

Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments

In Poster Session 2

Haixu Ma · Donglin Zeng · Yufeng Liu

[ Slides] [ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #104

Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism

In Poster Session 2

Yu-Guan Hsieh · Franck Iutzeler · Jérôme Malick · Panayotis Mertikopoulos

[ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #116

Exploiting locality in high-dimensional Factorial hidden Markov models

In Poster Session 2

Lorenzo Rimella · Nick Whiteley

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #112

Project and Forget: Solving Large-Scale Metric Constrained Problems

In Poster Session 2

Rishi Sonthalia · Anna C. Gilbert

[ Slides] [ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #109

Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence

In Poster Session 2

Julie Nutini · Issam Laradji · Mark Schmidt

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #108

On the Convergence Rates of Policy Gradient Methods

In Poster Session 2

Lin Xiao

[ Slides] [ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #136

Cluster-Specific Predictions with Multi-Task Gaussian Processes

In Poster Session 2

Arthur Leroy · Pierre Latouche · Benjamin Guedj · Servane Gey

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #101

Distributed Stochastic Gradient Descent: Nonconvexity, Nonsmoothness, and Convergence to Local Minima

In Poster Session 2

Brian Swenson · Ryan Murray · H. Vincent Poor · Soummya Kar

[ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #135

Sampling random graph homomorphisms and applications to network data analysis

In Poster Session 2

Hanbaek Lyu · Facundo Memoli · David Sivakoff

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #113

CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms

In Poster Session 2

Shengyi Huang · Rousslan Fernand Julien Dossa · Chang Ye · Jeff Braga · Dipam Chakraborty · Kinal Mehta · João Madeira Araujo

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #107

Data-Derived Weak Universal Consistency

In Poster Session 2

Narayana Prasad Santhanam · Venkatachalam Anantharam · Wojciech Szpankowski

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #126

Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization

In Poster Session 2

Jianhao Ma · Salar Fattahi

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #133

Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities

In Poster Session 2

Brian R. Bartoldson · Bhavya Kailkhura · Davis Blalock

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #124

A General Theory for Federated Optimization with Asynchronous and Heterogeneous Clients Updates

In Poster Session 2

Yann Fraboni · Richard Vidal · Laetitia Kameni · Marco Lorenzi

[ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #100

Policy Evaluation and Temporal-Difference Learning in Continuous Time and Space: A Martingale Approach

In Poster Session 2

Yanwei Jia · Xun Yu Zhou

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #125

Deep linear networks can benignly overfit when shallow ones do

In Poster Session 2

Niladri S. Chatterji · Phil Long

[ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #115

MALTS: Matching After Learning to Stretch

In Poster Session 2

Harsh Parikh · Cynthia Rudin · Alexander Volfovsky

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #122

Conditions and Assumptions for Constraint-based Causal Structure Learning

In Poster Session 2

Kayvan Sadeghi · Terry Soo

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #120

Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable

In Poster Session 2

Baoluo Sun · Yifan Cui · Eric Tchetgen Tchetgen

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #106

Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials

In Poster Session 2

Daiqi Gao · Yufeng Liu · Donglin Zeng

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #134

The multimarginal optimal transport formulation of adversarial multiclass classification

In Poster Session 2

Nicolas Garcia Trillos · Matt Jacobs · Jakwang Kim

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #137

CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations

In Poster Session 2

Gengchen Mai · Ni Lao · Yutong He · Jiaming Song · Stefano Ermon

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #123

Flexible Model Aggregation for Quantile Regression

In Poster Session 2

Rasool Fakoor · Taesup Kim · Jonas Mueller · Alexander Smola · Ryan Tibshirani

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #111

Constraint Reasoning Embedded Structured Prediction

In Poster Session 2

Nan Jiang · Maosen Zhang · Willem-Jan van Hoeve · Yexiang Xue

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #117

abess: A Fast Best-Subset Selection Library in Python and R

In Poster Session 2

Jin Zhu · Xueqin Wang · Liyuan Hu · Junhao Huang · Kangkang Jiang · Yanhang Zhang · Shiyun Lin · Junxian Zhu

[ Poster] [ JMLR]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #200

Lifelong Language Pretraining with Distribution-Specialized Experts

In Poster Session 2

Wuyang Chen · Yanqi Zhou · Nan Du · Yanping Huang · James Laudon · Zhifeng Chen · Claire Cui

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #201

PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search

In Poster Session 2

Haibin Wang · Ce Ge · Hesen Chen · XIuyu Sun

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #202

Random Shuffle Transformer for Image Restoration

In Poster Session 2

Jie Xiao · Xueyang Fu · Man Zhou · Hongjian Liu · Zheng-Jun Zha

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #203

Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection

In Poster Session 2

Haoyue Bai · Gregory Canal · Xuefeng Du · Jeongyeol Kwon · Robert Nowak · Sharon Li

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #204

Investigating the Role of Model-Based Learning in Exploration and Transfer

In Poster Session 2

Jacob C Walker · Eszter Vértes · Yazhe Li · Gabriel Dulac-Arnold · Ankesh Anand · Theophane Weber · Jessica Hamrick

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #205

Tractable Control for Autoregressive Language Generation

In Poster Session 2

Honghua Zhang · Meihua Dang · Nanyun Peng · Guy Van den Broeck

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #206

Scaling of Class-wise Training Losses for Post-hoc Calibration

In Poster Session 2

Seungjin Jung · Seungmo Seo · Yonghyun Jeong · Jongwon Choi

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #207

The Benefits of Mixup for Feature Learning

In Poster Session 2

Difan Zou · Yuan Cao · Yuanzhi Li · Quanquan Gu

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #208

SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning

In Poster Session 2

Junran Wu · Xueyuan Chen · Bowen Shi · Shangzhe Li · Ke Xu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #209

Probabilistic Attention-to-Influence Neural Models for Event Sequences

In Poster Session 2

Xiao Shou · DEBARUN BHATTACHARJYA · Tian Gao · Dharmashankar Subramanian · Oktie Hassanzadeh · Kristin Bennett

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #210

Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models

In Poster Session 2

Harshit Varma · Abhijeet Awasthi · Sunita Sarawagi

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #211

Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation

In Poster Session 2

Jiaming Song · Qinsheng Zhang · Hongxu Yin · Morteza Mardani · Ming-Yu Liu · Jan Kautz · Yongxin Chen · Arash Vahdat

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #212

Disentangled Multi-Fidelity Deep Bayesian Active Learning

In Poster Session 2

Dongxia Wu · Ruijia Niu · Matteo Chinazzi · Yian Ma · Rose Yu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #213

Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations

In Poster Session 2

Weiwei Lin · Chenhang He · Man-Wai Mak · Youzhi Tu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #214

Data-Efficient Contrastive Self-supervised Learning: Most Beneficial Examples for Supervised Learning Contribute the Least

In Poster Session 2

Siddharth Joshi · Baharan Mirzasoleiman

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #216

Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning

In Poster Session 2

Brett Daley · Martha White · Christopher Amato · Marlos C. Machado

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #218

Transformers as Algorithms: Generalization and Stability in In-context Learning

In Poster Session 2

Yingcong Li · Muhammed Ildiz · Dimitris Papailiopoulos · Samet Oymak

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #219

Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach

In Poster Session 2

Tri Nguyen · Shahana Ibrahim · Xiao Fu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #103

Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features

In Poster Session 2

Chieh Lin · Hung-Yu Tseng · Hsin-Ying Lee · Maneesh Singh · Ming-Hsuan Yang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #220

Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs

In Poster Session 2

Sara Venturini · Andrea Cristofari · Francesco Rinaldi · Francesco Tudisco

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #221

Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation

In Poster Session 2

Asuman Ozdaglar · Sarath Pattathil · Jiawei Zhang · Kaiqing Zhang

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #222

Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup

In Poster Session 2

Muthu Chidambaram · Xiang Wang · Chenwei Wu · Rong Ge

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #223

SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series

In Poster Session 2

Iris Huijben · Arthur A. Nijdam · Sebastiaan Overeem · Merel Van Gilst · Ruud J. G. van Sloun

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #224

Towards Trustworthy Explanation: On Causal Rationalization

In Poster Session 2

Wenbo Zhang · TONG WU · Yunlong Wang · Yong Cai · Hengrui Cai

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #225

Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks

In Poster Session 2

Xu Chu · Yujie Jin · Xin Wang · Shanghang Zhang · Yasha Wang · Wenwu Zhu · Hong Mei

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #227

Neural Algorithmic Reasoning with Causal Regularisation

In Poster Session 2

Beatrice Bevilacqua · Kyriacos Nikiforou · Borja Ibarz · Ioana Bica · Michela Paganini · Charles Blundell · Jovana Mitrovic · Petar Veličković

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #228

Beam Tree Recursive Cells

In Poster Session 2

Jishnu Ray Chowdhury · Cornelia Caragea

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #229

Bigger, Better, Faster: Human-level Atari with human-level efficiency

In Poster Session 2

Max Schwarzer · Johan Obando Ceron · Aaron Courville · Marc Bellemare · Rishabh Agarwal · Pablo Samuel Castro

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #230

How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control

In Poster Session 2

Jacopo Teneggi · Matthew Tivnan · Web Stayman · Jeremias Sulam

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #231

Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments

In Poster Session 2

Runlong Zhou · Zhang Zihan · Simon Du

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #232

Constrained Efficient Global Optimization of Expensive Black-box Functions

In Poster Session 2

Wenjie Xu · Yuning Jiang · Bratislav Svetozarevic · Colin Jones

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #233

Learning-Rate-Free Learning by D-Adaptation

In Poster Session 2

Aaron Defazio · Konstantin Mishchenko

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #234

Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems

In Poster Session 2

Ainesh Bakshi · Allen Liu · Ankur Moitra · morris yau

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #235

DUET: 2D Structured and Approximately Equivariant Representations

In Poster Session 2

Xavi Suau · Federico Danieli · T. Anderson Keller · Arno Blaas · Chen Huang · Jason Ramapuram · Dan Busbridge · Luca Zappella

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #236

Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection

In Poster Session 2

Marc Lafon · Elias Ramzi · Clément Rambour · Nicolas THOME

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #237

PaLM-E: An Embodied Multimodal Language Model

In Poster Session 2

Danny Driess · Fei Xia · Mehdi S. M. Sajjadi · Corey Lynch · Aakanksha Chowdhery · Brian Ichter · Ayzaan Wahid · Jonathan Tompson · Quan Vuong · Tianhe (Kevin) Yu · Wenlong Huang · Yevgen Chebotar · Pierre Sermanet · Daniel Duckworth · Sergey Levine · Vincent Vanhoucke · Karol Hausman · Marc Toussaint · Klaus Greff · Andy Zeng · Igor Mordatch · Pete Florence

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #300

Language Instructed Reinforcement Learning for Human-AI Coordination

In Poster Session 2

Hengyuan Hu · Dorsa Sadigh

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #301

ContraBAR: Contrastive Bayes-Adaptive Deep RL

In Poster Session 2

Era Choshen · Aviv Tamar

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #302

Flash: Concept Drift Adaptation in Federated Learning

In Poster Session 2

Kunjal Panchal · Sunav Choudhary · Subrata Mitra · Koyel Mukherjee · Somdeb Sarkhel · Saayan Mitra · Hui Guan

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #303

Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees

In Poster Session 2

Anastasiia Koloskova · Hadrien Hendrikx · Sebastian Stich

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #304

Perturbation Analysis of Neural Collapse

In Poster Session 2

Tom Tirer · Haoxiang Huang · Jonathan Niles-Weed

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #305

Towards Robust Graph Incremental Learning on Evolving Graphs

In Poster Session 2

Junwei Su · Difan Zou · Zijun Zhang · Chuan Wu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #306

Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation

In Poster Session 2

Shengcao Cao · Mengtian Li · James Hays · Deva Ramanan · Yu-Xiong Wang · Liangyan Gui

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #307

Graph Ladling: Shockingly Simple Parallel GNN Training without Intermediate Communication

In Poster Session 2

Ajay Jaiswal · Shiwei Liu · Tianlong Chen · Ding · Zhangyang “Atlas” Wang

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #308

Interpretable Neural-Symbolic Concept Reasoning

In Poster Session 2

Pietro Barbiero · Gabriele Ciravegna · Francesco Giannini · Mateo Espinosa Zarlenga · Lucie Charlotte Magister · Alberto Tonda · Pietro Lió · Frederic Precioso · Mateja Jamnik · Giuseppe Marra

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #309

Adversarial Collaborative Learning on Non-IID Features

In Poster Session 2

Qinbin Li · Bingsheng He · Dawn Song

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #310

Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming

In Poster Session 2

Jinuk Kim · Yeonwoo Jeong · Deokjae Lee · Hyun Oh Song

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #311

Gradient-based Wang--Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space

In Poster Session 2

Weitang Liu · Yi-Zhuang You · Ying Wai Li · Jingbo Shang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #312

Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC

In Poster Session 2

Yilun Du · Conor Durkan · Robin Strudel · Josh Tenenbaum · Sander Dieleman · Rob Fergus · Jascha Sohl-Dickstein · Arnaud Doucet · Will Grathwohl

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #313

Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons

In Poster Session 2

Rasmus Kjær Høier · D. Staudt · Christopher Zach

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #314

SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge

In Poster Session 2

Mahdi Nikdan · Tommaso Pegolotti · Eugenia Iofinova · Eldar Kurtic · Dan Alistarh

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #315

Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time

In Poster Session 2

Zichang Liu · Jue Wang · Tri Dao · Tianyi Zhou · Binhang Yuan · Zhao Song · Anshumali Shrivastava · Ce Zhang · Yuandong Tian · Christopher Re · Beidi Chen

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #316

Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning

In Poster Session 2

Yuxin Tang · Zhimin Ding · Dimitrije Jankov · Binhang Yuan · Daniel Bourgeois · Chris Jermaine

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #317

A Study of Global and Episodic Bonuses for Exploration in Contextual MDPs

In Poster Session 2

Mikael Henaff · Minqi Jiang · Roberta Raileanu

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #318

Ewald-based Long-Range Message Passing for Molecular Graphs

In Poster Session 2

Arthur Kosmala · Johannes Gasteiger · Nicholas Gao · Stephan Günnemann

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #319

A Theoretical Analysis of the Learning Dynamics under Class Imbalance

In Poster Session 2

Emanuele Francazi · Marco Baity-Jesi · Aurelien Lucchi

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #320

How much does Initialization Affect Generalization?

In Poster Session 2

Sameera Ramasinghe · Lachlan E. MacDonald · Moshiur Farazi · Hemanth Saratchandran · Simon Lucey

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #321

Gradient Descent Monotonically Decreases the Sharpness of Gradient Flow Solutions in Scalar Networks and Beyond

In Poster Session 2

Itai Kreisler · Mor Shpigel Nacson · Daniel Soudry · Yair Carmon

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #322

Towards Reliable Neural Specifications

In Poster Session 2

Chuqin Geng · Van Nham Le · Xiaojie Xu · Zhaoyue Wang · Arie Gurfinkel · Xujie Si

[ Slides] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #323

FAENet: Frame Averaging Equivariant GNN for Materials Modeling

In Poster Session 2

ALEXANDRE DUVAL · Victor Schmidt · Alex Hernandez-Garcia · Santiago Miret · Fragkiskos Malliaros · Yoshua Bengio · David Rolnick

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #324

Feature Programming for Multivariate Time Series Prediction

In Poster Session 2

Alex Reneau · Jerry Yao-Chieh Hu · Ammar Gilani · Han Liu

[ Slides] [ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #325

Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data

In Poster Session 2

Cheol Jun Cho · Edward Chang · Gopala Anumanchipalli

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #326

Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues

In Poster Session 2

Jiaxuan Chen · Yu Qi · Gang Pan

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #327

LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation

In Poster Session 2

Rui Xue · Haoyu Han · MohamadAli Torkamani · Jian Pei · Xiaorui Liu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #328

Graph Positional Encoding via Random Feature Propagation

In Poster Session 2

Moshe Eliasof · Fabrizio Frasca · Beatrice Bevilacqua · Eran Treister · Gal Chechik · Haggai Maron

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #329

Structure-informed Language Models Are Protein Designers

In Poster Session 2

Zaixiang Zheng · Yifan Deng · Dongyu Xue · Yi Zhou · Fei YE · Quanquan Gu

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #330

Robust Camera Pose Refinement for Multi-Resolution Hash Encoding

In Poster Session 2

Hwan Heo · Taekyung Kim · Jiyoung Lee · Jaewon Lee · Soohyun Kim · Hyunwoo Kim · Jin-Hwa Kim

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #905

Robust Situational Reinforcement Learning in Face of Context Disturbances

In Poster Session 2

Jinpeng Zhang · Yufeng Zheng · Chuheng Zhang · Li Zhao · Lei Song · Yuan Zhou · Jiang Bian

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #331

Causal Structure Learning for Latent Intervened Non-stationary Data

In Poster Session 2

Chenxi Liu · Kun Kuang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #332

Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing

In Poster Session 2

Jikai Jin · Zhiyuan Li · Kaifeng Lyu · Simon Du · Jason Lee

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #333

Non-stationary Reinforcement Learning under General Function Approximation

In Poster Session 2

Songtao Feng · Ming Yin · Ruiquan Huang · Yu-Xiang Wang · Jing Yang · Yingbin LIANG

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #334

Iterative Approximate Cross-Validation

In Poster Session 2

Yuetian Luo · Zhimei Ren · Rina Barber

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #335

A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment

In Poster Session 2

Hanchen Xie · Jiageng Zhu · Mahyar Khayatkhoei · Jiazhi Li · Mohamed Hussein · Wael AbdAlmageed

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #336

Data Poisoning Attacks Against Multimodal Encoders

In Poster Session 2

Ziqing Yang · Xinlei He · Zheng Li · Michael Backes · Mathias Humbert · Pascal Berrang · Yang Zhang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #337

Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples

In Poster Session 2

Chumeng Liang · Xiaoyu Wu · Yang Hua · Jiaru Zhang · Yiming Xue · Tao Song · Zhengui XUE · Ruhui Ma · Haibing Guan

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #338

Multi-View Masked World Models for Visual Robotic Manipulation

In Poster Session 2

Younggyo Seo · Junsu Kim · Stephen James · Kimin Lee · Jinwoo Shin · Pieter Abbeel

[ Slides] [ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #400

Exploring the Benefits of Training Expert Language Models over Instruction Tuning

In Poster Session 2

Joel Jang · Seungone Kim · Seonghyeon Ye · Doyoung Kim · Lajanugen Logeswaran · Moontae Lee · Kyungjae Lee · Minjoon Seo

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #401

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

In Poster Session 2

Haohe Liu · Zehua Chen · Yi Yuan · Xinhao Mei · Xubo Liu · Danilo Mandic · Wenwu Wang · Mark D Plumbley

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #402

Robust Weak Supervision with Variational Auto-Encoders

In Poster Session 2

Francesco Tonolini · Nikolaos Aletras · Yunlong Jiao · Gabriella Kazai

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #403

Bidirectional Learning for Offline Model-based Biological Sequence Design

In Poster Session 2

Can Chen · Yingxue Zhang · Xue Liu · Mark Coates

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #404

Fast Inference from Transformers via Speculative Decoding

In Poster Session 2

Yaniv Leviathan · Matan Kalman · Yossi Matias

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #405

Action Matching: Learning Stochastic Dynamics from Samples

In Poster Session 2

Kirill Neklyudov · Rob Brekelmans · Daniel Severo · Alireza Makhzani

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #406

Private Federated Learning with Autotuned Compression

In Poster Session 2

Enayat Ullah · Christopher Choquette-Choo · Peter Kairouz · Sewoong Oh

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #407

Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption

In Poster Session 2

Vasilii Feofanov · Malik TIOMOKO · Aladin Virmaux

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #408

A theory of representation learning gives a deep generalisation of kernel methods

In Poster Session 2

Adam Yang · Maxime Robeyns · Edward Milsom · Ben Anson · Nandi Schoots · Laurence Aitchison

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #409

Optimistic Planning by Regularized Dynamic Programming

In Poster Session 2

Antoine Moulin · Gergely Neu

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #410

Fast Combinatorial Algorithms for Min Max Correlation Clustering

In Poster Session 2

Sami Davies · Benjamin Moseley · Heather Newman

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #411

Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.

In Poster Session 2

Ioannis Panageas · EFSTRATIOS PANTELEIMON SKOULAKIS · Luca Viano · Xiao Wang · Volkan Cevher

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #412

Global Optimization with Parametric Function Approximation

In Poster Session 2

Chong Liu · Yu-Xiang Wang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #413

Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks

In Poster Session 2

Mohammed Nowaz Rabbani Chowdhury · Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #414

Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks

In Poster Session 2

Shikuang Deng · Hao Lin · Yuhang Li · Shi Gu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #415

One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale

In Poster Session 2

Fan Bao · Shen Nie · Kaiwen Xue · Chongxuan Li · Shi Pu · Yaole Wang · Gang Yue · Yue Cao · Hang Su · Jun Zhu

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #416

Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise?

In Poster Session 2

Yu Yao · Mingming Gong · Yuxuan Du · Jun Yu · Bo Han · Kun Zhang · Tongliang Liu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #418

Active Learning based Structural Inference

In Poster Session 2

Aoran Wang · Jun Pang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #419

Superhuman Fairness

In Poster Session 2

Omid Memarrast · Linh Vu · Brian Ziebart

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #420

PWSHAP: A Path-Wise Explanation Model for Targeted Variables

In Poster Session 2

Lucile Ter-Minassian · Oscar Clivio · Karla DiazOrdaz · Robin Evans · Christopher Holmes

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #226

Covariate balancing using the integral probability metric for causal inference

In Poster Session 2

Insung Kong · Yuha Park · Joonhyuk Jung · Kwonsang Lee · Yongdai Kim

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #421

B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding

In Poster Session 2

Miruna Oprescu · Jacob Dorn · Marah Ghoummaid · Andrew Jesson · Nathan Kallus · Uri Shalit

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #422

Collaborative Causal Inference with Fair Incentives

In Poster Session 2

Rui Qiao · Xinyi Xu · Bryan Kian Hsiang Low

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #423

WL meet VC

In Poster Session 2

Christopher Morris · Floris Geerts · Jan M Tönshoff · Martin Grohe

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #424

Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization

In Poster Session 2

Quanqi Hu · Zi-Hao Qiu · Zhishuai Guo · Lijun Zhang · Tianbao Yang

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #425

Refined Regret for Adversarial MDPs with Linear Function Approximation

In Poster Session 2

Yan Dai · Haipeng Luo · Chen-Yu Wei · Julian Zimmert

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #426

User-level Private Stochastic Convex Optimization with Optimal Rates

In Poster Session 2

Raef Bassily · Ziteng Sun

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #427

Delayed Bandits: When Do Intermediate Observations Help?

In Poster Session 2

Emmanuel Esposito · Saeed Masoudian · Hao Qiu · Dirk van der Hoeven · Nicolò Cesa-Bianchi · Yevgeny Seldin

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #428

Bandit Online Linear Optimization with Hints and Queries

In Poster Session 2

Aditya Bhaskara · Ashok Cutkosky · Ravi Kumar · Manish Purohit

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #429

Dimensionality Reduction for General KDE Mode Finding

In Poster Session 2

Xinyu Luo · Christopher Musco · Cas Widdershoven

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #430

The Power of Uniform Sampling for k-Median

In Poster Session 2

Lingxiao Huang · Shaofeng Jiang · Jianing Lou

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #431

Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps

In Poster Session 2

Marco Cuturi · Michal Klein · Pierre Ablin

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #432

Fast $(1+\varepsilon)$-Approximation Algorithms for Binary Matrix Factorization

In Poster Session 2

Ameya Velingker · Maximilian Vötsch · David Woodruff · Samson Zhou

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #433

Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance

In Poster Session 2

Zhao Song · Xin Yang · Yuanyuan Yang · Lichen Zhang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #434

Reward-Mixing MDPs with Few Latent Contexts are Learnable

In Poster Session 2

Jeongyeol Kwon · Yonathan Efroni · Constantine Caramanis · Shie Mannor

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #907

The Fast Johnson-Lindenstrauss Transform Is Even Faster

In Poster Session 2

Ora Nova Fandina · Mikael Møller Høgsgaard · Kasper Green Larsen

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #435

Near-Optimal Quantum Coreset Construction Algorithms for Clustering

In Poster Session 2

Yecheng Xue · Xiaoyu Chen · Tongyang Li · Shaofeng Jiang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #436

Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation

In Poster Session 2

Li'ang Li · Yifei duan · Guanghua Ji · Yongqiang Cai

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #437

Towards Theoretical Understanding of Inverse Reinforcement Learning

In Poster Session 2

Alberto Maria Metelli · Filippo Lazzati · Marcello Restelli

[ Slides] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #438

Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests

In Poster Session 2

Qixin Zhang · Wenbing Ye · Zaiyi Chen · Haoyuan Hu · Enhong Chen · Yu Yang

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #439

Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit

In Poster Session 2

Yeonju Ro · Zhangyang “Atlas” Wang · Vijay Chidambaram · Aditya Akella

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #440

Learning Temporally AbstractWorld Models without Online Experimentation

In Poster Session 2

Benjamin Freed · Siddarth Venkatraman · Guillaume Sartoretti · Jeff Schneider · Howie Choset

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #441

Learning to Decouple Complex Systems

In Poster Session 2

Zihan Zhou · Tianshu Yu

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #442

Regularization-free Diffeomorphic Temporal Alignment Nets

In Poster Session 2

Ron Shapira Weber · Oren Freifeld

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #500

Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations

In Poster Session 2

Zifan Song · Xiao Gong · Guosheng Hu · Cairong Zhao

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #501

Optimizing the Collaboration Structure in Cross-Silo Federated Learning

In Poster Session 2

Wenxuan Bao · Haohan Wang · Jun Wu · Jingrui He

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #502

InfoOT: Information Maximizing Optimal Transport

In Poster Session 2

Ching-Yao Chuang · Stefanie Jegelka · David Alvarez-Melis

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #503

Stabilizing Transformer Training by Preventing Attention Entropy Collapse

In Poster Session 2

Shuangfei Zhai · Tatiana Likhomanenko · Etai Littwin · Dan Busbridge · Jason Ramapuram · Yizhe Zhang · Jiatao Gu · Joshua M Susskind

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #504

Learning Mixtures of Markov Chains and MDPs

In Poster Session 2

Chinmaya Kausik · Kevin Tan · Ambuj Tewari

[ Slides] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #215

Diffusion Models for Black-Box Optimization

In Poster Session 2

Siddarth Krishnamoorthy · Satvik Mehul Mashkaria · Aditya Grover

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #505

Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction

In Poster Session 2

Khai Nguyen · Dang Nguyen · Nhat Ho

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #506

Importance Weighted Expectation-Maximization for Protein Sequence Design

In Poster Session 2

Zhenqiao Song · Lei Li

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #507

Offline Meta Reinforcement Learning with In-Distribution Online Adaptation

In Poster Session 2

Jianhao Wang · Jin Zhang · Haozhe Jiang · Junyu Zhang · Liwei Wang · Chongjie Zhang

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #128

X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion

In Poster Session 2

Hanqing Zhao · Dianmo Sheng · Jianmin Bao · Dongdong Chen · Dong Chen · Fang Wen · Lu Yuan · Ce Liu · Wenbo Zhou · Qi Chu · Weiming Zhang · Nenghai Yu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #508

Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization

In Poster Session 2

Zejia Weng · Xitong Yang · Ang Li · Zuxuan Wu · Yu-Gang Jiang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #510

Data-Copying in Generative Models: A Formal Framework

In Poster Session 2

Robi Bhattacharjee · Sanjoy Dasgupta · Kamalika Chaudhuri

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #511

Learning to Suggest Breaks: Sustainable Optimization of Long-Term User Engagement

In Poster Session 2

Eden Saig · Nir Rosenfeld

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #512

The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data

In Poster Session 2

Thomas Davies · Zhengchao Wan · Ruben Sanchez-Garcia

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #513

MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods

In Poster Session 2

Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #514

Harmonic Neural Networks

In Poster Session 2

Atiyo Ghosh · Antonio Gentile · Mario Dagrada · Chul Lee · Seong-hyok Sean Kim · Hyukgeun Cha · Yunjun Choi · Dongho Kim · JEONG-IL KYE · Vincent E Elfving

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #515

Representation-Driven Reinforcement Learning

In Poster Session 2

Ofir Nabati · Guy Tennenholtz · Shie Mannor

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #516

Directed Chain Generative Adversarial Networks

In Poster Session 2

Ming Min · Ruimeng Hu · Tomoyuki Ichiba

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #517

Weakly Supervised Regression with Interval Targets

In Poster Session 2

Xin Cheng · Yuzhou Cao · Ximing Li · Bo An · Lei Feng

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #518

Weighted Sampling without Replacement for Deep Top-$k$ Classification

In Poster Session 2

Dieqiao Feng · Yuanqi Du · Carla Gomes · Bart Selman

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #519

Are Diffusion Models Vulnerable to Membership Inference Attacks?

In Poster Session 2

Jinhao Duan · Fei Kong · Shiqi Wang · Xiaoshuang Shi · Kaidi Xu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #520

Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces

In Poster Session 2

Javier E. Santos · Zachary Fox · Nicholas Lubbers · Yen Ting Lin

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #521

DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm

In Poster Session 2

Yunhao Tang · Tadashi Kozuno · Mark Rowland · Anna Harutyunyan · Remi Munos · Bernardo Avila Pires · Michal Valko

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #522

Quantile Credit Assignment

In Poster Session 2

Thomas Mesnard · Wenqi Chen · Alaa Saade · Yunhao Tang · Mark Rowland · Theophane Weber · Clare Lyle · Audrunas Gruslys · Michal Valko · Will Dabney · Georg Ostrovski · Eric Moulines · Remi Munos

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #523

Statistical Inference on Multi-armed Bandits with Delayed Feedback

In Poster Session 2

Lei Shi · Jingshen Wang · Tianhao Wu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #524

Multi-User Reinforcement Learning with Low Rank Rewards

In Poster Session 2

Dheeraj Nagaraj · Suhas Kowshik · Naman Agarwal · Praneeth Netrapalli · Prateek Jain

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #525

Model-based Offline Reinforcement Learning with Count-based Conservatism

In Poster Session 2

Byeongchan Kim · Min-hwan Oh

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #526

TIDE: Time Derivative Diffusion for Deep Learning on Graphs

In Poster Session 2

Maysam Behmanesh · Maximilian Krahn · Maks Ovsjanikov

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #527

A Picture of the Space of Typical Learnable Tasks

In Poster Session 2

Rahul Ramesh · Jialin Mao · Itay Griniasty · Rubing Yang · Han Kheng Teoh · Mark Transtrum · James Sethna · Pratik Chaudhari

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #528

Analyzing Diffusion as Serial Reproduction

In Poster Session 2

Raja Marjieh · Ilia Sucholutsky · Thomas Langlois · Nori Jacoby · Thomas Griffiths

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #529

Formalizing Preferences Over Runtime Distributions

In Poster Session 2

Devon Graham · Kevin Leyton-Brown · Tim Roughgarden

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #530

Principled Offline RL in the Presence of Rich Exogenous Information

In Poster Session 2

Riashat Islam · Manan Tomar · Alex Lamb · Yonathan Efroni · Hongyu Zang · Aniket Didolkar · Dipendra Misra · Xin Li · Harm Seijen · Remi Tachet des Combes · John Langford

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #531

Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models

In Poster Session 2

Phillip Rust · Anders Søgaard

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #532

Inverse Reinforcement Learning without Reinforcement Learning

In Poster Session 2

Gokul Swamy · David Wu · Sanjiban Choudhury · J. Bagnell · Steven Wu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #533

Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization

In Poster Session 2

Brian Zhang · Gabriele Farina · Tuomas Sandholm

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #534

Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model

In Poster Session 2

Siyu Chen · Jibang Wu · Yifan Wu · Zhuoran Yang

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #535

How Bad is Top-$K$ Recommendation under Competing Content Creators?

In Poster Session 2

Fan Yao · Chuanhao Li · Denis Nekipelov · Hongning Wang · Haifeng Xu

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #536

Task-Specific Skill Localization in Fine-tuned Language Models

In Poster Session 2

Abhishek Panigrahi · Nikunj Saunshi · Haoyu Zhao · Sanjeev Arora

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #537

What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective

In Poster Session 2

Rhea Chowers · Yair Weiss

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #538

A Three-regime Model of Network Pruning

In Poster Session 2

Yefan Zhou · Yaoqing Yang · Arin Chang · Michael Mahoney

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #539

Stochastic Gradient Descent-Induced Drift of Representation in a Two-Layer Neural Network

In Poster Session 2

Farhad Pashakhanloo · Alexei Koulakov

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #540

SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning

In Poster Session 2

Dongseok Shim · Seungjae Lee · H. Jin Kim

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #541

Uncertainty Estimation by Fisher Information-based Evidential Deep Learning

In Poster Session 2

Danruo Deng · Guangyong Chen · Yang YU · Furui Liu · Pheng Ann Heng

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #542

Linkless Link Prediction via Relational Distillation

In Poster Session 2

Zhichun Guo · William Shiao · Shichang Zhang · Yozen Liu · Nitesh Chawla · Neil Shah · Tong Zhao

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #543

Controlled Text Generation with Natural Language Instructions

In Poster Session 2

Wangchunshu Zhou · Yuchen Jiang · Ethan Wilcox · Ryan Cotterell · Mrinmaya Sachan

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #544

Efficient Personalized Federated Learning via Sparse Model-Adaptation

In Poster Session 2

Daoyuan Chen · Liuyi Yao · Dawei Gao · Bolin Ding · Yaliang Li

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #545

From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks

In Poster Session 2

Cai Zhou · Xiyuan Wang · Muhan Zhang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #600

On the Generalization of Multi-modal Contrastive Learning

In Poster Session 2

Qi Zhang · Yifei Wang · Yisen Wang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #601

On Pitfalls of Test-Time Adaptation

In Poster Session 2

Hao Zhao · Yuejiang Liu · Alexandre Alahi · Tao Lin

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #908

Multi-Layer Neural Networks as Trainable Ladders of Hilbert Spaces

In Poster Session 2

Zhengdao Chen

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #602

Counterfactual Identifiability of Bijective Causal Models

In Poster Session 2

Arash Nasr-Esfahany · Mohammad Alizadeh · Devavrat Shah

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #603

Taming graph kernels with random features

In Poster Session 2

Krzysztof Choromanski

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #604

SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance

In Poster Session 2

Amit Attia · Tomer Koren

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #605

An Instrumental Variable Approach to Confounded Off-Policy Evaluation

In Poster Session 2

Yang Xu · Jin Zhu · Chengchun Shi · Shikai Luo · Rui Song

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #606

Fair yet Asymptotically Equal Collaborative Learning

In Poster Session 2

Xiaoqiang Lin · Xinyi Xu · See-Kiong Ng · Chuan-Sheng Foo · Bryan Kian Hsiang Low

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #607

Fair and Accurate Decision Making through Group-Aware Learning

In Poster Session 2

Ramtin Hosseini · Li Zhang · Bhanu Garg · Pengtao Xie

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #608

Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity

In Poster Session 2

Xuxing Chen · Minhui Huang · Shiqian Ma · Krishna Balasubramanian

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #609

Matrix Estimation for Individual Fairness

In Poster Session 2

Cindy Zhang · Sarah Cen · Devavrat Shah

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #610

Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA

In Poster Session 2

Ilias Diakonikolas · Daniel Kane · Ankit Pensia · Thanasis Pittas

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #611

On the Impact of Knowledge Distillation for Model Interpretability

In Poster Session 2

Hyeongrok Han · Siwon Kim · Hyun-Soo Choi · Sungroh Yoon

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #612

Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal

In Poster Session 2

Emanuele Marconato · Gianpaolo Bontempo · ELISA FICARRA · Simone Calderara · Andrea Passerini · Stefano Teso

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #613

ClimaX: A foundation model for weather and climate

In Poster Session 2

Tung Nguyen · Johannes Brandstetter · Ashish Kapoor · Jayesh K. Gupta · Aditya Grover

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #614

Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory

In Poster Session 2

Justin Cui · Ruochen Wang · Si Si · Cho-Jui Hsieh

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #615

No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation

In Poster Session 2

Feilong Zhang · Xianming Liu · Shiyi Lin · Gang Wu · Xiong Zhou · Junjun Jiang · Xiangyang Ji

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #616

Symmetry-Aware Robot Design with Structured Subgroups

In Poster Session 2

Heng Dong · Junyu Zhang · Tonghan Wang · Chongjie Zhang

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #617

Traversing Between Modes in Function Space for Fast Ensembling

In Poster Session 2

EungGu Yun · Hyungi Lee · Giung Nam · Juho Lee

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #618

Understanding and Defending Patched-based Adversarial Attacks for Vision Transformer

In Poster Session 2

Liang Liu · Yanan Guo · Youtao Zhang · Jun Yang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #619

Sequential Kernelized Independence Testing

In Poster Session 2

Aleksandr Podkopaev · Patrick Bloebaum · Shiva Kasiviswanathan · Aaditya Ramdas

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #620

Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning

In Poster Session 2

Christopher Choquette-Choo · Hugh B McMahan · J K Rush · Abhradeep Guha Thakurta

[ Slides] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #621

Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints

In Poster Session 2

Jiayang Li · Jing Yu · Boyi Liu · Yu Nie · Zhaoran Wang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #622

On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances

In Poster Session 2

Aritra Guha · Nhat Ho · XuanLong Nguyen

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #623

Label differential privacy and private training data release

In Poster Session 2

Robert Busa-Fekete · andres munoz · Umar Syed · Sergei Vassilvitskii

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #624

Moccasin: Efficient Tensor Rematerialization for Neural Networks

In Poster Session 2

Burak Bartan · Haoming Li · Harris Teague · Christopher Lott · Bistra Dilkina

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #625

Rigid Body Flows for Sampling Molecular Crystal Structures

In Poster Session 2

Jonas Köhler · Michele Invernizzi · Pim de Haan · Frank Noe

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #626

The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning

In Poster Session 2

Sarah Rathnam · Sonali Parbhoo · Weiwei Pan · Susan Murphy · Finale Doshi-Velez

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #627

Training Normalizing Flows from Dependent Data

In Poster Session 2

Matthias Kirchler · Christoph Lippert · Marius Kloft

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #509

Bayesian online change point detection with Hilbert space approximate Student-t process

In Poster Session 2

Jeremy Sellier · Petros Dellaportas

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #628

Input uncertainty propagation through trained neural networks

In Poster Session 2

Paul Monchot · Loic Coquelin · Sébastien J. Petit · Sébastien Marmin · Erwann LE PENNEC · Nicolas Fischer

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #629

Principled Acceleration of Iterative Numerical Methods Using Machine Learning

In Poster Session 2

Sohei Arisaka · Qianxiao Li

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #630

Thompson Sampling for High-Dimensional Sparse Linear Contextual Bandits

In Poster Session 2

Sunrit Chakraborty · Saptarshi Roy · Ambuj Tewari

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #631

A Two-Stage Active Learning Algorithm for k-Nearest Neighbors

In Poster Session 2

Nicholas Rittler · Kamalika Chaudhuri

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #632

Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm.

In Poster Session 2

Adrien Vacher · François-Xavier Vialard

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #633

Contextual Conservative Interleaving Bandits

In Poster Session 2

Kei Takemura

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #634

Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations

In Poster Session 2

Yongyi Yang · Jacob Steinhardt · Wei Hu

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #635

Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian

In Poster Session 2

Haiyang Yu · Zhao Xu · Xiaofeng Qian · Xiaoning Qian · Shuiwang Ji

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #636

Graph Switching Dynamical Systems

In Poster Session 2

Yongtuo Liu · Sara Magliacane · Miltiadis (Miltos) Kofinas · Efstratios Gavves

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #637

Probabilistic Concept Bottleneck Models

In Poster Session 2

Eunji Kim · Dahuin Jung · Sangha Park · Siwon Kim · Sungroh Yoon

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #638

Function-Space Regularization in Neural Networks: A Probabilistic Perspective

In Poster Session 2

Tim G. J. Rudner · Sanyam Kapoor · Shikai Qiu · Andrew Wilson

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #639

Parallel Online Clustering of Bandits via Hedonic Game

In Poster Session 2

Xiaotong Cheng · Cheng Pan · Setareh Maghsudi

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #640

Towards Constituting Mathematical Structures for Learning to Optimize

In Poster Session 2

Jialin Liu · Xiaohan Chen · Zhangyang “Atlas” Wang · Wotao Yin · HanQin Cai

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #641

Tighter Information-Theoretic Generalization Bounds from Supersamples

In Poster Session 2

Ziqiao Wang · Yongyi Mao

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #642

Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs

In Poster Session 2

Junkai Zhang · Weitong Zhang · Quanquan Gu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #643

CLUTR: Curriculum Learning via Unsupervised Task Representation Learning

In Poster Session 2

Abdus Salam Azad · Izzeddin Gur · Jasper Emhoff · Nathaniel Alexis · Aleksandra Faust · Pieter Abbeel · Ion Stoica

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #644

ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs

In Poster Session 2

Ted Moskovitz · Brendan O'Donoghue · Vivek Veeriah · Sebastian Flennerhag · Satinder Singh · Tom Zahavy

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #645

Causal Bounds in Quasi-Markovian Graphs

In Poster Session 2

Madhumitha Shridharan · Garud Iyengar

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #700

Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost

In Poster Session 2

Marina Knittel · Max Springer · John P Dickerson · MohammadTaghi Hajiaghayi

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #701

SpotEM: Efficient Video Search for Episodic Memory

In Poster Session 2

Santhosh Kumar Ramakrishnan · Ziad Al-Halah · Kristen Grauman

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #702

Provably Invariant Learning without Domain Information

In Poster Session 2

Xiaoyu Tan · Yong LIN · Shengyu Zhu · Chao Qu · Xihe Qiu · Xu Yinghui · Peng Cui · Yuan Qi

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #703

Evaluating Unsupervised Denoising Requires Unsupervised Metrics

In Poster Session 2

Adrià Marcos Morales · Matan Leibovich · Sreyas Mohan · Joshua Vincent · Piyush Haluai · Mai Tan · Peter Crozier · Carlos Fernandez-Granda

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #704

Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning

In Poster Session 2

Thomas Miconi

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #705

Identifying Interpretable Subspaces in Image Representations

In Poster Session 2

Neha Mukund Kalibhat · Shweta Bhardwaj · C. Bayan Bruss · Hamed Firooz · Maziar Sanjabi · Soheil Feizi

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #706

Causal Proxy Models for Concept-based Model Explanations

In Poster Session 2

Zhengxuan Wu · Karel D'Oosterlinck · Atticus Geiger · Amir Zur · Christopher Potts

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #707

Neural Stochastic Differential Games for Time-series Analysis

In Poster Session 2

Sungwoo Park · Byoungwoo Park · Moontae Lee · Changhee Lee

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #708

Implicit Neural Spatial Representations for Time-dependent PDEs

In Poster Session 2

Honglin Chen · Rundi Wu · Eitan Grinspun · Changxi Zheng · Peter Yichen Chen

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #709

FARE: Provably Fair Representation Learning with Practical Certificates

In Poster Session 2

Nikola Jovanović · Mislav Balunovic · Dimitar I. Dimitrov · Martin Vechev

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #710

Improving Visual Prompt Tuning for Self-supervised Vision Transformers

In Poster Session 2

Seungryong Yoo · Eunji Kim · Dahuin Jung · JUNGBEOM LEE · Sungroh Yoon

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #711

On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline

In Poster Session 2

Nicklas Hansen · Zhecheng Yuan · Yanjie Ze · Tongzhou Mu · Aravind Rajeswaran · Hao Su · Huazhe Xu · Xiaolong Wang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #712

A Closer Look at Few-shot Classification Again

In Poster Session 2

Xu Luo · Hao Wu · Ji Zhang · Lianli Gao · Jing Xu · Jingkuan Song

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #713

Bilevel Optimization with Coupled Decision-Dependent Distributions

In Poster Session 2

Songtao Lu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #714

Approximation and Estimation Ability of Transformers for Sequence-to-Sequence Functions with Infinite Dimensional Input

In Poster Session 2

Shokichi Takakura · Taiji Suzuki

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #715

Federated Linear Contextual Bandits with User-level Differential Privacy

In Poster Session 2

Ruiquan Huang · Huanyu Zhang · Luca Melis · Milan Shen · Meisam Hejazinia · Jing Yang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #716

Unconstrained Online Learning with Unbounded Losses

In Poster Session 2

Andrew Jacobsen · Ashok Cutkosky

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #718

Doubly Optimal No-Regret Learning in Monotone Games

In Poster Session 2

Yang Cai · Weiqiang Zheng

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #719

Brainformers: Trading Simplicity for Efficiency

In Poster Session 2

Yanqi Zhou · Nan Du · Yanping Huang · Daiyi Peng · Chang Lan · Da Huang · Siamak Shakeri · David So · Andrew Dai · Yifeng Lu · Zhifeng Chen · Quoc Le · Claire Cui · James Laudon · Jeff Dean

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #720

A Modern Look at the Relationship between Sharpness and Generalization

In Poster Session 2

Maksym Andriushchenko · Francesco Croce · Maximilian Müller · Matthias Hein · Nicolas Flammarion

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #721

SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning.

In Poster Session 2

Tanguy MARCHAND · Regis Loeb · Ulysse Marteau-Ferey · Jean Ogier du Terrail · Arthur Pignet

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #722

Exploring the Limits of Model-Targeted Indiscriminate Data Poisoning Attacks

In Poster Session 2

Yiwei Lu · Gautam Kamath · Yaoliang Yu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #723

On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation

In Poster Session 2

Zhanke Zhou · Chenyu Zhou · Xuan Li · Jiangchao Yao · QUANMING YAO · Bo Han

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #724

Progressive Purification for Instance-Dependent Partial Label Learning

In Poster Session 2

Ning Xu · biao liu · JIAQI LYU · Congyu Qiao · Xin Geng

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #725

LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework

In Poster Session 2

WOOJUN KIM · Jeonghye Kim · Youngchul Sung

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #726

Multi-Objective GFlowNets

In Poster Session 2

Moksh Jain · Sharath Chandra Raparthy · Alex Hernandez-Garcia · Jarrid Rector-Brooks · Yoshua Bengio · Santiago Miret · Emmanuel Bengio

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #727

Long-Term Rhythmic Video Soundtracker

In Poster Session 2

Jiashuo Yu · Yaohui Wang · Xinyuan Chen · Xiao Sun · Yu Qiao

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #417

Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling

In Poster Session 2

Xinlu Zhang · Shiyang Li · Zhiyu Chen · Xifeng Yan · Linda Petzold

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #728

Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift

In Poster Session 2

Yijun Dong · Yuege Xie · Rachel Ward

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #729

Neural Diffusion Processes

In Poster Session 2

Vincent Dutordoir · Alan Saul · Zoubin Ghahramani · Fergus Simpson

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #730

Estimating Joint Treatment Effects by Combining Multiple Experiments

In Poster Session 2

Yonghan Jung · Jin Tian · Elias Bareinboim

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #731

Generalized Implicit Follow-The-Regularized-Leader

In Poster Session 2

Keyi Chen · Francesco Orabona

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #732

PAL: Program-aided Language Models

In Poster Session 2

Luyu Gao · Aman Madaan · Shuyan Zhou · Uri Alon · Pengfei Liu · Yiming Yang · Jamie Callan · Graham Neubig

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #733

Looped Transformers as Programmable Computers

In Poster Session 2

Angeliki Giannou · Shashank Rajput · Jy-yong Sohn · Kangwook Lee · Jason Lee · Dimitris Papailiopoulos

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #734

Is Learning Summary Statistics Necessary for Likelihood-free Inference?

In Poster Session 2

Yanzhi Chen · Michael Gutmann · Adrian Weller

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #735

Partial Optimality in Cubic Correlation Clustering

In Poster Session 2

David Stein · Silvia Di Gregorio · Bjoern Andres

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #717

The Computational Complexity of Concise Hypersphere Classification

In Poster Session 2

Eduard Eiben · Robert Ganian · Iyad Kanj · Sebastian Ordyniak · Stefan Szeider

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #736

Accelerated Stochastic Optimization Methods under Quasar-convexity

In Poster Session 2

Qiang Fu · Dongchu Xu · Ashia Wilson

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #737

Off-Policy Average Reward Actor-Critic with Deterministic Policy Search

In Poster Session 2

Naman Saxena · Subhojyoti Khastagir · Shishir Nadubettu Yadukumar · Shalabh Bhatnagar

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #738

Stochastic Gradient Descent under Markovian Sampling Schemes

In Poster Session 2

Mathieu Even

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #739

Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions

In Poster Session 2

Ezgi Korkmaz · Jonah Brown-Cohen

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #741

Estimation Beyond Data Reweighting: Kernel Method of Moments

In Poster Session 2

Heiner Kremer · Yassine Nemmour · Bernhard Schölkopf · Jia-Jie Zhu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #742

spred: Solving L1 Penalty with SGD

In Poster Session 2

Liu Ziyin · Zihao Wang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #743

Graph Neural Tangent Kernel: Convergence on Large Graphs

In Poster Session 2

Sanjukta Krishnagopal · Luana Ruiz

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #800

Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification

In Poster Session 2

Florian Heinrichs · Mavin Heim · Corinna Weber

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #801

Compositional Score Modeling for Simulation-Based Inference

In Poster Session 2

Tomas Geffner · George Papamakarios · Andriy Mnih

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #802

Unearthing InSights into Mars: Unsupervised Source Separation with Limited Data

In Poster Session 2

Ali Siahkoohi · Rudy Morel · Maarten de Hoop · Erwan Allys · Gregory Sainton · Taichi Kawamura

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #803

Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems

In Poster Session 2

Chawin Sitawarin · Florian Tramer · Nicholas Carlini

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #804

Performative Recommendation: Diversifying Content via Strategic Incentives

In Poster Session 2

Itay Eilat · Nir Rosenfeld

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #805

"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts

In Poster Session 2

Haoran Zhang · Harvineet Singh · Marzyeh Ghassemi · Shalmali Joshi

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #806

Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures

In Poster Session 2

Oleg Balabanov · Matthias Beaupère · Laura Grigori · Victor Lederer

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #807

Latent Traversals in Generative Models as Potential Flows

In Poster Session 2

Yue Song · T. Anderson Keller · Nicu Sebe · Max Welling

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #808

Competitive Gradient Optimization

In Poster Session 2

Abhijeet Vyas · Brian Bullins · Kamyar Azizzadenesheli

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #809

The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimation

In Poster Session 2

Mark Rowland · Yunhao Tang · Clare Lyle · Remi Munos · Marc Bellemare · Will Dabney

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #810

Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation

In Poster Session 2

Yiming Cui · Linjie Yang · Haichao Yu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #811

Human-Timescale Adaptation in an Open-Ended Task Space

In Poster Session 2

Jakob Bauer · Kate Baumli · Feryal Behbahani · Avishkar Bhoopchand · Natalie Bradley-Schmieg · Michael Chang · Natalie Clay · Adrian Collister · Vibhavari Dasagi · Lucy Gonzalez · Karol Gregor · Edward Hughes · Sheleem Kashem · Maria Loks-Thompson · Hannah Openshaw · Jack Parker-Holder · Shreya Pathak · Nicolas Perez-Nieves · Nemanja Rakicevic · Tim Rocktäschel · Yannick Schroecker · Satinder Singh · Jakub Sygnowski · Karl Tuyls · Sarah York · Alexander Zacherl · Lei Zhang

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #812

Expected Gradients of Maxout Networks and Consequences to Parameter Initialization

In Poster Session 2

Hanna Tseran · Guido Montufar

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #813

A Category-theoretical Meta-analysis of Definitions of Disentanglement

In Poster Session 2

Yivan Zhang · Masashi Sugiyama

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #814

On Preemption and Learning in Stochastic Scheduling

In Poster Session 2

Nadav Merlis · Hugo Richard · Flore Sentenac · Corentin Odic · Mathieu Molina · Vianney Perchet

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #815

Adversarial Cheap Talk

In Poster Session 2

Christopher Lu · Timon Willi · Alistair Letcher · Jakob Foerster

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #816

Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks

In Poster Session 2

Yulun Jiang · Chen Liu · Zhichao Huang · Mathieu Salzmann · Sabine Süsstrunk

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #817

Improving the Model Consistency of Decentralized Federated Learning

In Poster Session 2

Yifan Shi · Li Shen · Kang Wei · Yan Sun · Bo Yuan · Xueqian Wang · Dacheng Tao

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #818

One-Step Estimator for Permuted Sparse Recovery

In Poster Session 2

Hang Zhang · Ping Li

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #819

Improving l1-Certified Robustness via Randomized Smoothing by Leveraging Box Constraints

In Poster Session 2

Václav Voráček · Matthias Hein

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #820

Neural FIM for learning Fisher information metrics from point cloud data

In Poster Session 2

Oluwadamilola Fasina · Guillaume Huguet · Alexander Tong · Yanlei Zhang · Guy Wolf · Maximilian Nickel · Ian Adelstein · Smita Krishnaswamy

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #821

Learn to Accumulate Evidence from All Training Samples: Theory and Practice

In Poster Session 2

Deep Pandey · Qi Yu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #822

IncDSI: Incrementally Updatable Document Retrieval

In Poster Session 2

Varsha Kishore · Chao Wan · Justin Lovelace · Yoav Artzi · Kilian Weinberger

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #823

Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure

In Poster Session 2

Ryoma Sato

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #824

The case for 4-bit precision: k-bit Inference Scaling Laws

In Poster Session 2

Tim Dettmers · Luke Zettlemoyer

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #825

A Toy Model of Universality: Reverse Engineering how Networks Learn Group Operations

In Poster Session 2

Bilal Chughtai · Lawrence Chan · Neel Nanda

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #826

Generated Graph Detection

In Poster Session 2

Yihan Ma · Zhikun Zhang · Ning Yu · Xinlei He · Michael Backes · Yun Shen · Yang Zhang

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #827

LIV: Language-Image Representations and Rewards for Robotic Control

In Poster Session 2

Yecheng Jason Ma · Vikash Kumar · Amy Zhang · Osbert Bastani · Dinesh Jayaraman

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #828

PromptBoosting: Black-Box Text Classification with Ten Forward Passes

In Poster Session 2

Bairu Hou · Joe O'Connor · Jacob Andreas · Shiyu Chang · Yang Zhang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #829

Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows

In Poster Session 2

Seobin Park · Dongjin Kim · Sungyong Baik · Tae Hyun Kim

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #830

PASTA: Pessimistic Assortment Optimization

In Poster Session 2

Juncheng Dong · Weibin Mo · Zhengling Qi · Cong Shi · Ethan Fang · Vahid Tarokh

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #831

Which Tricks are Important for Learning to Rank?

In Poster Session 2

Ivan Lyzhin · Aleksei Ustimenko · Andrey Gulin · Liudmila Prokhorenkova

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #832

Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels

In Poster Session 2

Fabian Altekrüger · Johannes Hertrich · Gabriele Steidl

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #833

Multicalibration as Boosting for Regression

In Poster Session 2

Ira Globus-Harris · Declan Harrison · Michael Kearns · Aaron Roth · Jessica Sorrell

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #740

Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation

In Poster Session 2

Siddharth Nagar Nayak · Kenneth Choi · Wenqi Ding · Sydney Dolan · Karthik Gopalakrishnan · Hamsa Balakrishnan

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #834

On the Correctness of Automatic Differentiation for Neural Networks with Machine-Representable Parameters

In Poster Session 2

Wonyeol Lee · Sejun Park · Alex Aiken

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #835

Posterior Sampling for Deep Reinforcement Learning

In Poster Session 2

Remo Sasso · Michelangelo Conserva · Paulo Rauber

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #836

Multi-Agent Best Arm Identification with Private Communications

In Poster Session 2

Alexandre Rio · Merwan Barlier · Igor Colin · Marta Soare

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #837

A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel

In Poster Session 2

Mohamad Amin Mohamadi · Won Bae · Danica J Sutherland

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #838

Multi-agent Online Scheduling: MMS Allocations for Indivisible Items

In Poster Session 2

Shengwei Zhou · Rufan Bai · Xiaowei Wu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #839

Double-Weighting for Covariate Shift Adaptation

In Poster Session 2

José I. Segovia-Martín · Santiago Mazuelas · Anqi Liu

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #840

Online Local Differential Private Quantile Inference via Self-normalization

In Poster Session 2

Yi Liu · Qirui Hu · Lei Ding · Linglong Kong

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #901

Dink-Net: Neural Clustering on Large Graphs

In Poster Session 2

Yue Liu · KE LIANG · Jun Xia · sihang zhou · xihong yang · Xinwang Liu · Stan Z Li

[ PDF]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #902

MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior

In Poster Session 2

Jennifer J. Sun · Markus Marks · Andrew Ulmer · Dipam Chakraborty · Brian Geuther · Edward Hayes · Heng Jia · Vivek Kumar · Sebastian Oleszko · Zachary Partridge · Milan Peelman · Alice Robie · Catherine Schretter · Keith Sheppard · Chao Sun · Param Uttarwar · Julian Wagner · Erik Werner · Joseph Parker · Pietro Perona · Yisong Yue · Kristin Branson · Ann Kennedy

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #903

Fast Excess Risk Rates via Offset Rademacher Complexity

In Poster Session 2

Chenguang Duan · Yuling Jiao · Lican Kang · Xiliang Lu · Jerry Yang

[ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #909

Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving

In Poster Session 2

Wei-Xin Li · Xiaodong Yang

[ Slides] [ PDF] [ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #904

Settling the Reward Hypothesis

In Poster Session 2

Michael Bowling · John Martin · David Abel · Will Dabney

[ Poster]

Poster

Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #906

Algorithms for bounding contribution for histogram estimation under user-level privacy

In Poster Session 2

Yuhan Liu · Ananda Suresh · Wennan Zhu · Peter Kairouz · Marco Gruteser

[ PDF]