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Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata
In Poster Session 3 West
Liane Vogel · Jan-Micha Bodensohn · Carsten Binnig
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5404
Assemblage: Automatic Binary Dataset Construction for Machine Learning
In Poster Session 3 West
Chang Liu · Rebecca Saul · Yihao Sun · Edward Raff · Maya Fuchs · Townsend Southard Pantano · James Holt · Kristopher Micinski
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5300
Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation
In Poster Session 3 West
Chang Liu · Xiwei Wu · Yuan Feng · Qinxiang Cao · Junchi Yan
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Prejudice and Volatility: A Statistical Framework for Measuring Social Discrimination in Large Language Models
In Poster Session 3 West
Yiran Liu · Ke Yang · Zehan Qi · Xiao Liu · Yang Yu · Cheng Xiang Zhai
[ Slides]  [ Poster] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks
In Poster Session 3 West
Bálint Mucsányi · Michael Kirchhof · Seong Joon Oh
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5201
Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge
In Poster Session 3 West
Weihua Du · Qiushi Lyu · Jiaming Shan · Zhenting Qi · Hongxin Zhang · Sunli Chen · Andi Peng · Tianmin Shu · Kwonjoon Lee · Behzad Dariush · Chuang Gan
[ Slides] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
Label Alignment Regularization for Distribution Shift
In Poster Session 3 West
Ehsan Imani · Guojun Zhang · Runjia Li · Jun Luo · Pascal Poupart · Philip Torr · Yangchen Pan
[ Slides]  [ Poster]  [ JMLR] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
T2Vs Meet VLMs: A Scalable Multimodal Dataset for Visual Harmfulness Recognition
In Poster Session 3 West
Chen Yeh · You-Ming Chang · Wei-Chen Chiu · Ning Yu
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
MARPLE: A Benchmark for Long-Horizon Inference
In Poster Session 3 West
Emily Jin · Zhuoyi Huang · Jan-Philipp Fraenken · Weiyu Liu · Hannah Cha · Erik Brockbank · Sarah Wu · Ruohan Zhang · Jiajun Wu · Tobias Gerstenberg
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5400
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking
In Poster Session 3 West
Pranav Singh Chib · Pravendra Singh
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
In Poster Session 3 West
Ruisheng Cao · Fangyu Lei · Haoyuan Wu · Jixuan Chen · Yeqiao Fu · Hongcheng Gao · Xinzhuang Xiong · Hanchong Zhang · Wenjing Hu · Yuchen Mao · Tianbao Xie · Hongshen Xu · Danyang Zhang · Sida Wang · Ruoxi Sun · Pengcheng Yin · Caiming Xiong · Ansong Ni · Qian Liu · Victor Zhong · Lu Chen · Kai Yu · Tao Yu
[ Slides] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5310
$\texttt{pfl-research}$: simulation framework for accelerating research in Private Federated Learning
In Poster Session 3 West
Filip Granqvist · Congzheng Song · Áine Cahill · Rogier van Dalen · Martin Pelikan · Yi Sheng Chan · Xiaojun Feng · Natarajan Krishnaswami · Vojta Jina · Mona Chitnis
[ Slides] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5210
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark
In Poster Session 3 West
Brianna Karpowicz · Joel Ye · Chaofei Fan · Pablo Tostado-Marcos · Fabio Rizzoglio · Clayton Washington · Thiago Scodeler · Diogo de Lucena · Samuel Nason-Tomaszewski · Matthew Mender · Xuan Ma · Ezequiel Arneodo · Leigh Hochberg · Cynthia Chestek · Jaimie Henderson · Timothy Gentner · Vikash Gilja · Lee Miller · Adam Rouse · Robert Gaunt · Jennifer Collinger · Chethan Pandarinath
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5209
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
In Poster Session 3 West
Matthew Zheng · Enis Simsar · Hidir Yesiltepe · Federico Tombari · Joel Simon · Pinar Yanardag
[ Slides] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5208
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
In Poster Session 3 West
David Schneider · Simon Reiß · Marco Kugler · Alexander Jaus · Kunyu Peng · Susanne Sutschet · Muhammad Saquib Sarfraz · Sven Matthiesen · Rainer Stiefelhagen
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5202
OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset
In Poster Session 3 West
Allen Roush · Yusuf Shabazz · Arvind Balaji · Peter Zhang · Stefano Mezza · Markus Zhang · Sanjay Basu · Sriram Vishwanath · Ravid Shwartz-Ziv
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"
In Poster Session 3 West
Daniel Gallo Fernández · Răzvan-Andrei Matișan · Alejandro Monroy · Janusz Partyka
[ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7309
Color-Oriented Redundancy Reduction in Dataset Distillation
In Poster Session 3 West
Bowen Yuan · Zijian Wang · Mahsa Baktashmotlagh · Yadan Luo · Zi Huang
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5307
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
In Poster Session 3 West
Zuxin Liu · Thai Hoang · Jianguo Zhang · Ming Zhu · Tian Lan · Shirley kokane · Juntao Tan · Weiran Yao · Zhiwei Liu · Yihao Feng · Rithesh R N · Liangwei Yang · Silvio Savarese · Juan Carlos Niebles · Huan Wang · Shelby Heinecke · Caiming Xiong
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions
In Poster Session 3 West
Yusu Hong · Junhong Lin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting
In Poster Session 3 West
Xiufeng Huang · Ruiqi Li · Yiu-ming Cheung · Ka Chun Cheung · Simon See · Renjie Wan
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7209
RoPINN: Region Optimized Physics-Informed Neural Networks
In Poster Session 3 West
Haixu Wu · Huakun Luo · Yuezhou Ma · Jianmin Wang · Mingsheng Long
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand
In Poster Session 3 West
Md Musfiqur Rahman · Matt Jordan · Murat Kocaoglu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
Unveiling LoRA Intrinsic Ranks via Salience Analysis
In Poster Session 3 West
Wenjun Ke · Jiahao Wang · Peng Wang · Jiajun Liu · Dong Nie · Guozheng Li · Yining Li
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
In Poster Session 3 West
Arvind Vepa · Zukang Yang · Andrew Choi · Jungseock Joo · Fabien Scalzo · Yizhou Sun
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Sample-Efficient Agnostic Boosting
In Poster Session 3 West
Udaya Ghai · Karan Singh
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
Disentangled Representation Learning in Non-Markovian Causal Systems
In Poster Session 3 West
Adam Li · Yushu Pan · Elias Bareinboim
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
KALM: Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts
In Poster Session 3 West
Jing-Cheng Pang · Si-Hang Yang · Kaiyuan Li · Jiaji Zhang · Xiong-Hui Chen · Nan Tang · Yang Yu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
Optimal Algorithms for Augmented Testing of Discrete Distributions
In Poster Session 3 West
Maryam Aliakbarpour · Piotr Indyk · Ronitt Rubinfeld · Sandeep Silwal
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
Interpolating Item and User Fairness in Multi-Sided Recommendations
In Poster Session 3 West
Qinyi Chen · Jason Cheuk Nam Liang · Negin Golrezaei · Djallel Bouneffouf
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
Learning-Augmented Dynamic Submodular Maximization
In Poster Session 3 West
Arpit Agarwal · Eric Balkanski
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation
In Poster Session 3 West
Yuheng Zhang · Nan Jiang
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
Regret Minimization in Stackelberg Games with Side Information
In Poster Session 3 West
Keegan Harris · Steven Wu · Maria-Florina Balcan
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5107
From Causal to Concept-Based Representation Learning
In Poster Session 3 West
Goutham Rajendran · Simon Buchholz · Bryon Aragam · Bernhard Schölkopf · Pradeep Ravikumar
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates
In Poster Session 3 West
Jincheng Mei · Bo Dai · Alekh Agarwal · Sharan Vaswani · Anant Raj · Csaba Szepesvari · Dale Schuurmans
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Weight decay induces low-rank attention layers
In Poster Session 3 West
Seijin Kobayashi · Yassir Akram · Johannes von Oswald
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Provable Partially Observable Reinforcement Learning with Privileged Information
In Poster Session 3 West
Yang Cai · Xiangyu Liu · Argyris Oikonomou · Kaiqing Zhang
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Time-Reversal Provides Unsupervised Feedback to LLMs
In Poster Session 3 West
Yerram Varun · Rahul Madhavan · Sravanti Addepalli · Arun Suggala · Karthikeyan Shanmugam · Prateek Jain
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
Recurrent Reinforcement Learning with Memoroids
In Poster Session 3 West
Steven Morad · Chris Lu · Ryan Kortvelesy · Stephan Liwicki · Jakob Foerster · Amanda Prorok
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
John Ellipsoids via Lazy Updates
In Poster Session 3 West
David Woodruff · Taisuke Yasuda
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
QGFN: Controllable Greediness with Action Values
In Poster Session 3 West
Elaine Lau · Stephen Lu · Ling Pan · Doina Precup · Emmanuel Bengio
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization
In Poster Session 3 West
Anthony Bardou · Patrick Thiran · Giovanni Ranieri
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
An Analysis of Elo Rating Systems via Markov Chains
In Poster Session 3 West
Sam Olesker-Taylor · Luca Zanetti
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
In Poster Session 3 West
Aditya Bhaskara · Agastya Jha · Michael Kapralov · Naren Manoj · Davide Mazzali · Weronika Wrzos-Kaminska
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5108
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators
In Poster Session 3 West
Yiyan Huang · Cheuk Hang LEUNG · Siyi WANG · YIJUN LI · Qi WU
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs
In Poster Session 3 West
Rui Yang · Ruomeng Ding · Yong Lin · Huan Zhang · Tong Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
Identifying General Mechanism Shifts in Linear Causal Representations
In Poster Session 3 West
Tianyu Chen · Kevin Bello · Francesco Locatello · Bryon Aragam · Pradeep Ravikumar
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
S-SOS: Stochastic Sum-Of-Squares for Parametric Polynomial Optimization
In Poster Session 3 West
Licheng Zhu · Mathias Oster · Yuehaw Khoo
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Optimizing Automatic Differentiation with Deep Reinforcement Learning
In Poster Session 3 West
Jamie Lohoff · Emre Neftci
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
Boundary Decomposition for Nadir Objective Vector Estimation
In Poster Session 3 West
Ruihao Zheng · Zhenkun Wang
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Functional Bilevel Optimization for Machine Learning
In Poster Session 3 West
Ieva Petrulionytė · Julien Mairal · Michael Arbel
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
Instance-Optimal Private Density Estimation in the Wasserstein Distance
In Poster Session 3 West
Vitaly Feldman · Audra McMillan · Satchit Sivakumar · Kunal Talwar
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play
In Poster Session 3 West
Qi Ju · Falin Hei · Ting Feng · Dengbing Yi · Zhemei Fang · YunFeng Luo
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning
In Poster Session 3 West
Aneesh Muppidi · Zhiyu Zhang · Heng Yang
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Efficient $\Phi$-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games
In Poster Session 3 West
Brian Zhang · Ioannis Anagnostides · Gabriele Farina · Tuomas Sandholm
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
Secret Collusion among AI Agents: Multi-Agent Deception via Steganography
In Poster Session 3 West
Sumeet Motwani · Mikhail Baranchuk · Martin Strohmeier · Vijay Bolina · Philip Torr · Lewis Hammond · Christian Schroeder de Witt
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
ChatQA: Surpassing GPT-4 on Conversational QA and RAG
In Poster Session 3 West
Zihan Liu · Wei Ping · Rajarshi Roy · Peng Xu · Chankyu Lee · Mohammad Shoeybi · Bryan Catanzaro
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps
In Poster Session 3 West
Benjamin Ellis · Matthew T Jackson · Andrei Lupu · Alexander D. Goldie · Mattie Fellows · Shimon Whiteson · Jakob Foerster
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Causal Contrastive Learning for Counterfactual Regression Over Time
In Poster Session 3 West
Mouad EL Bouchattaoui · Myriam Tami · BENOIT LEPETIT · Paul-Henry Cournède
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression
In Poster Session 3 West
Yixiu Mao · Qi Wang · Chen Chen · Yun Qu · Xiangyang Ji
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
In Poster Session 3 West
Chen-Hao Chao · Chien Feng · Wei-Fang Sun · Cheng-Kuang Lee · Simon See · Chun-Yi Lee
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
In Poster Session 3 West
Madeline Navarro · Samuel Rey · Andrei Buciulea · Antonio G. Marques · Santiago Segarra
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
In Poster Session 3 West
Ian Covert · Chanwoo Kim · Su-In Lee · James Zou · Tatsunori Hashimoto
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
In Poster Session 3 West
Xiaokun Feng · Xuchen Li · Shiyu Hu · Dailing Zhang · wu meiqi · Jing Zhang · Xiaotang Chen · Kaiqi Huang
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning
In Poster Session 3 West
David Yunis · Justin Jung · Falcon Dai · Matthew Walter
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage
In Poster Session 3 West
Haobo Zhang · Xiyue Peng · Honghao Wei · Xin Liu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Cost-efficient Knowledge-based Question Answering with Large Language Models
In Poster Session 3 West
Junnan Dong · Qinggang Zhang · Chuang Zhou · Hao Chen · Daochen Zha · Xiao Huang
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Cryptographic Hardness of Score Estimation
In Poster Session 3 West
Min Jae Song
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Ordered Momentum for Asynchronous SGD
In Poster Session 3 West
Chang-Wei Shi · Yi-Rui Yang · Wu-Jun Li
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
In Poster Session 3 West
Abhishek Sinha · Rahul Vaze
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
Trade-Offs of Diagonal Fisher Information Matrix Estimators
In Poster Session 3 West
Alexander Soen · Ke Sun
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval
In Poster Session 3 West
JIAMIAN WANG · Pichao WANG · Dongfang Liu · Qiang Guan · Sohail Dianat · MAJID RABBANI · Raghuveer Rao · Zhiqiang Tao
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
Stabilized Proximal-Point Methods for Federated Optimization
In Poster Session 3 West
Xiaowen Jiang · Anton Rodomanov · Sebastian Stich
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
In Poster Session 3 West
Hongzhan Lin · Ang Lv · yuhan chen · chen zhu · Yang Song · Hengshu Zhu · Rui Yan
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
Predicting Future Actions of Reinforcement Learning Agents
In Poster Session 3 West
Stephen Chung · Scott Niekum · David Krueger
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training
In Poster Session 3 West
Anchit Jain · Rozhin Nobahari · Aristide Baratin · Stefano Sarao Mannelli
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning
In Poster Session 3 West
Minghao Chen · Yihang Li · Yanting Yang · Shiyu Yu · Binbin Lin · Xiaofei He
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints
In Poster Session 3 West
Guanyu Nie · Vaneet Aggarwal · Christopher Quinn
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Accelerating Relative Entropy Coding with Space Partitioning
In Poster Session 3 West
Jiajun He · Gergely Flamich · José Miguel Hernández-Lobato
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
In Poster Session 3 West
Guillaume Wang · Alireza Mousavi-Hosseini · Lénaïc Chizat
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning
In Poster Session 3 West
Anthony Liang · Guy Tennenholtz · Chih-wei Hsu · Yinlam Chow · Erdem Bıyık · Craig Boutilier
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning
In Poster Session 3 West
Seonghyun Ban · Heesan Kong · Kee-Eung Kim
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning
In Poster Session 3 West
Abdullah Akgül · Manuel Haussmann · Melih Kandemir
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
Honor Among Bandits: No-Regret Learning for Online Fair Division
In Poster Session 3 West
Ariel Procaccia · Ben Schiffer · Shirley Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity
In Poster Session 3 West
Alexander Tyurin · Marta Pozzi · Ivan Ilin · Peter Richtarik
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
In Poster Session 3 West
Gabriel Rioux · Apoorva Nitsure · Mattia Rigotti · Kristjan Greenewald · Youssef Mroueh
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
Mirror and Preconditioned Gradient Descent in Wasserstein Space
In Poster Session 3 West
Clément Bonet · Théo Uscidda · Adam David · Pierre-Cyril Aubin-Frankowski · Anna Korba
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection
In Poster Session 3 West
Mingbo Hong · Shen Cheng · Haibin Huang · Haoqiang Fan · Shuaicheng Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Implicit Regularization of Decentralized Gradient Descent for Sparse Regression
In Poster Session 3 West
Tongle Wu · Ying Sun
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits
In Poster Session 3 West
Junghyun Lee · Se-Young Yun · Kwang-Sung Jun
[ Slides]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Tolerant Algorithms for Learning with Arbitrary Covariate Shift
In Poster Session 3 West
Surbhi Goel · Abhishek Shetty · Konstantinos Stavropoulos · Arsen Vasilyan
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Cross-Modality Perturbation Synergy Attack for Person Re-identification
In Poster Session 3 West
Yunpeng Gong · Zhun Zhong · Yansong Qu · Zhiming Luo · Rongrong Ji · Min
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
How to Solve Contextual Goal-Oriented Problems with Offline Datasets?
In Poster Session 3 West
Ying Fan · Jingling Li · Adith Swaminathan · Aditya Modi · Ching-An Cheng
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions
In Poster Session 3 West
Wenjing YAN · Xuanyu Cao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL
In Poster Session 3 West
Andrew Wagenmaker · Kevin Huang · Liyiming Ke · Kevin Jamieson · Abhishek Gupta
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
In Poster Session 3 West
Marco Bornstein · Amrit Singh Bedi · Abdirisak Mohamed · Furong Huang
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
Optimal Multi-Fidelity Best-Arm Identification
In Poster Session 3 West
Riccardo Poiani · Rémy Degenne · Emilie Kaufmann · Alberto Maria Metelli · Marcello Restelli
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Smoke and Mirrors in Causal Downstream Tasks
In Poster Session 3 West
Riccardo Cadei · Lukas Lindorfer · Sylvia Cremer · Cordelia Schmid · Francesco Locatello
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Soft ascent-descent as a stable and flexible alternative to flooding
In Poster Session 3 West
Matthew Holland · Kosuke Nakatani
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Local and Adaptive Mirror Descents in Extensive-Form Games
In Poster Session 3 West
Côme Fiegel · Pierre Ménard · Tadashi Kozuno · Remi Munos · Vianney Perchet · Michal Valko
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
In Poster Session 3 West
Yihan Zhang · Marco Mondelli
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer
In Poster Session 3 West
Jin Shin · Hyun Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization
In Poster Session 3 West
Jiarui Jiang · Wei Huang · Miao Zhang · Taiji Suzuki · Liqiang Nie
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
Dimension-free deterministic equivalents and scaling laws for random feature regression
In Poster Session 3 West
Leonardo Defilippis · Bruno Loureiro · Theodor Misiakiewicz
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7307
Towards Exact Gradient-based Training on Analog In-memory Computing
In Poster Session 3 West
Zhaoxian Wu · Tayfun Gokmen · Malte Rasch · Tianyi Chen
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
In Poster Session 3 West
Rui Jiao · Xiangzhe Kong · Wenbing Huang · Yang Liu
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
Rethinking 3D Convolution in $\ell_p$-norm Space
In Poster Session 3 West
Li Zhang · Yan Zhong · Jianan Wang · Zhe Min · RujingWang · Liu Liu
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation
In Poster Session 3 West
Haoqi Yuan · Yuhui Fu · Feiyang Xie · Zongqing Lu
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
In Poster Session 3 West
Zhiyuan Hu · Chumin Liu · Xidong Feng · Yilun Zhao · See-Kiong Ng · Anh Tuan Luu · Junxian He · Pang Wei Koh · Bryan Hooi
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Online Budgeted Matching with General Bids
In Poster Session 3 West
Jianyi Yang · Pengfei Li · Adam Wierman · Shaolei Ren
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing
In Poster Session 3 West
Yixin Ren · Yewei Xia · Hao Zhang · Jihong Guan · Shuigeng Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset
In Poster Session 3 West
Xin Shen · Heming Du · Hongwei Sheng · Shuyun Wang · Hui Chen · Huiqiang Chen · Zhuojie Wu · Xiaobiao Du · Jiaying Ying · Ruihan Lu · Qingzheng Xu · Xin Yu
[ Slides]  [ Poster] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Statistical Multicriteria Benchmarking via the GSD-Front
In Poster Session 3 West
Christoph Jansen · Georg Schollmeyer · Julian Rodemann · Hannah Blocher · Thomas Augustin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
Aligning Model Properties via Conformal Risk Control
In Poster Session 3 West
William Overman · Jacqueline Vallon · Mohsen Bayati
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
In Poster Session 3 West
Dohyeong Kim · Taehyun Cho · Seungyub Han · Hojun Chung · Kyungjae Lee · Songhwai Oh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Conformalized Multiple Testing after Data-dependent Selection
In Poster Session 3 West
Xiaoning Wang · Yuyang Huo · Liuhua Peng · Changliang Zou
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Controlling Continuous Relaxation for Combinatorial Optimization
In Poster Session 3 West
Yuma Ichikawa
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
In Poster Session 3 West
Haya Diwan · Jinrui Gou · Cameron Musco · Christopher Musco · Torsten Suel
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models
In Poster Session 3 West
Shuhao Chen · Weisen Jiang · Baijiong Lin · James Kwok · Yu Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
In Poster Session 3 West
Anlan Yu · Shusen Jing · Ning Lyu · Wujie Wen · Zhiyuan Yan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
Error Analysis of Spherically Constrained Least Squares Reformulation in Solving the Stackelberg Prediction Game
In Poster Session 3 West
Xiyuan Li · Weiwei Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Fast Rates for Bandit PAC Multiclass Classification
In Poster Session 3 West
Liad Erez · Alon Peled-Cohen · Tomer Koren · Yishay Mansour · Shay Moran
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Complete Graphical Criterion for Sequential Covariate Adjustment in Causal Inference
In Poster Session 3 West
Yonghan Jung · Min Woo Park · Sanghack Lee
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms
In Poster Session 3 West
Rayna Andreeva · Benjamin Dupuis · Rik Sarkar · Tolga Birdal · Umut Simsekli
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers
In Poster Session 3 West
Kai Yan · Alex Schwing · Yu-Xiong Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
Hierarchical and Density-based Causal Clustering
In Poster Session 3 West
Kwangho Kim · Jisu Kim · Larry Wasserman · Edward Kennedy
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
e-COP : Episodic Constrained Optimization of Policies
In Poster Session 3 West
Akhil Agnihotri · Rahul Jain · Deepak Ramachandran · Sahil Singla
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
In Poster Session 3 West
Grzegorz Rypeść · Sebastian Cygert · Tomasz Trzcinski · Bartłomiej Twardowski
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers
In Poster Session 3 West
Anirudh Sundar · Jin Xu · William Gay · Christopher Richardson · Larry Heck
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance
In Poster Session 3 West
Jinmin He · Kai Li · Yifan Zang · Haobo Fu · Qiang Fu · Junliang Xing · Jian Cheng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Theoretical Foundations of Deep Selective State-Space Models
In Poster Session 3 West
Nicola Muca Cirone · Antonio Orvieto · Benjamin Walker · Cristopher Salvi · Terry Lyons
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
In Poster Session 3 West
Eli Chien · Haoyu Wang · Ziang Chen · Pan Li
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Beyond task diversity: provable representation transfer for sequential multitask linear bandits
In Poster Session 3 West
Thang Duong · Zhi Wang · Chicheng Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Can Models Learn Skill Composition from Examples?
In Poster Session 3 West
Haoyu Zhao · Simran Kaur · Dingli Yu · Anirudh Goyal · Sanjeev Arora
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
In Poster Session 3 West
Asaf Cassel · Aviv Rosenberg
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Learning-Augmented Priority Queues
In Poster Session 3 West
Ziyad Benomar · Christian Coester
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
Accelerating Matroid Optimization through Fast Imprecise Oracles
In Poster Session 3 West
Franziska Eberle · Felix Hommelsheim · Alexander Lindermayr · Zhenwei Liu · Nicole Megow · Jens Schlöter
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Tight Bounds for Learning RUMs from Small Slates
In Poster Session 3 West
Flavio Chierichetti · Mirko Giacchini · Ravi Kumar · Alessandro Panconesi · Andrew Tomkins
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Achieving Constant Regret in Linear Markov Decision Processes
In Poster Session 3 West
Weitong Zhang · Zhiyuan Fan · Jiafan He · Quanquan Gu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
In Poster Session 3 West
Arko Banerjee · Kia Rahmani · Joydeep Biswas · Isil Dillig
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
Adversarially Robust Multi-task Representation Learning
In Poster Session 3 West
Austin Watkins · Thanh Nguyen-Tang · Enayat Ullah · Raman Arora
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient
In Poster Session 3 West
Zechu (Steven) Li · Rickmer Krohn · Tao Chen · Anurag Ajay · Pulkit Agrawal · Georgia Chalvatzaki
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5104
Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits
In Poster Session 3 West
Muhammad Qasim Elahi · Mahsa Ghasemi · Murat Kocaoglu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7207
Monomial Matrix Group Equivariant Neural Functional Networks
In Poster Session 3 West
Hoang Tran · Thieu Vo · Tho Huu · An Nguyen The · Tan Nguyen
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Efficient and Private Marginal Reconstruction with Local Non-Negativity
In Poster Session 3 West
Brett Mullins · Miguel Fuentes · Yingtai Xiao · Daniel Kifer · Cameron Musco · Daniel Sheldon
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Reinforcement Learning with LTL and $\omega$-Regular Objectives via Optimality-Preserving Translation to Average Rewards
In Poster Session 3 West
Xuan Bach Le · Dominik Wagner · Leon Witzman · Alexander Rabinovich · Luke Ong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Causal language modeling can elicit search and reasoning capabilities on logic puzzles
In Poster Session 3 West
Kulin Shah · Nishanth Dikkala · Xin Wang · Rina Panigrahy
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5110
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
In Poster Session 3 West
Nikita Dhawan · Leonardo Cotta · Karen Ullrich · Rahul Krishnan · Chris Maddison
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
Dual Lagrangian Learning for Conic Optimization
In Poster Session 3 West
Mathieu Tanneau · Pascal Van Hentenryck
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
Community Detection Guarantees using Embeddings Learned by Node2Vec
In Poster Session 3 West
Andrew Davison · S. Carlyle Morgan · Owen G. Ward
[ Poster]  [ OpenReview] 
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions
In Poster Session 3 West
Zhe Hu · Tuo Liang · Jing Li · Yiren Lu · Yunlai Zhou · Yiran Qiao · Jing Ma · Yu Yin
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
User-item fairness tradeoffs in recommendations
In Poster Session 3 West
Sophie Greenwood · Sudalakshmee Chiniah · Nikhil Garg
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis
In Poster Session 3 West
Agniv Bandyopadhyay · Sandeep Juneja · Shubhada Agrawal
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
Continual Counting with Gradual Privacy Expiration
In Poster Session 3 West
Joel Daniel Andersson · Monika Henzinger · Rasmus Pagh · Teresa Anna Steiner · Jalaj Upadhyay
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
Learning Optimal Tax Design in Nonatomic Congestion Games
In Poster Session 3 West
Qiwen Cui · Maryam Fazel · Simon Du
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
Improved Sample Complexity Bounds for Diffusion Model Training
In Poster Session 3 West
Shivam Gupta · Aditya Parulekar · Eric Price · Zhiyang Xun
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Resource-Aware Federated Self-Supervised Learning with Global Class Representations
In Poster Session 3 West
Mingyi Li · Xiao Zhang · Qi Wang · Tengfei LIU · Ruofan Wu · Weiqiang Wang · Fuzhen Zhuang · Hui Xiong · Dongxiao Yu
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Approximately Pareto-optimal Solutions for Bi-Objective k-Clustering
In Poster Session 3 West
Anna Arutyunova · Jan Eube · Heiko Röglin · Melanie Schmidt · Sarah Sturm · Julian Wargalla
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
Risk-sensitive control as inference with Rényi divergence
In Poster Session 3 West
Kaito Ito · Kenji Kashima
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Binary Search with Distributional Predictions
In Poster Session 3 West
Michael Dinitz · Sungjin Im · Thomas Lavastida · Ben Moseley · Aidin Niaparast · Sergei Vassilvitskii
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
In Poster Session 3 West
Huy Nguyen · Nhat Ho · Alessandro Rinaldo
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Periodic agent-state based Q-learning for POMDPs
In Poster Session 3 West
Amit Sinha · Matthieu Geist · Aditya Mahajan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
First-Order Minimax Bilevel Optimization
In Poster Session 3 West
Yifan Yang · Zhaofeng Si · Siwei Lyu · Kaiyi Ji
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
In Poster Session 3 West
Lisha Chen · A Saif · Yanning Shen · Tianyi Chen
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
Multi-Group Proportional Representation in Retrieval
In Poster Session 3 West
Alex Oesterling · Claudio Mayrink Verdun · Alexander Glynn · Carol Long · Lucas Monteiro Paes · Sajani Vithana · Martina Cardone · Flavio Calmon
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
Noise-Aware Differentially Private Regression via Meta-Learning
In Poster Session 3 West
Ossi Räisä · Stratis Markou · Matthew Ashman · Wessel Bruinsma · Marlon Tobaben · Antti Honkela · Richard Turner
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
Extensive-Form Game Solving via Blackwell Approachability on Treeplexes
In Poster Session 3 West
Darshan Chakrabarti · Julien Grand-Clément · Christian Kroer
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
Beating Adversarial Low-Rank MDPs with Unknown Transition and Bandit Feedback
In Poster Session 3 West
Haolin Liu · Zak Mhammedi · Chen-Yu Wei · Julian Zimmert
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Continual Learning with Global Alignment
In Poster Session 3 West
Xueying Bai · Jinghuan Shang · Yifan Sun · Niranjan Balasubramanian
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Sketching for Distributed Deep Learning: A Sharper Analysis
In Poster Session 3 West
Mayank Shrivastava · Berivan Isik · Qiaobo Li · Sanmi Koyejo · Arindam Banerjee
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations
In Poster Session 3 West
Yasutoshi Ida · Sekitoshi Kanai · Atsutoshi Kumagai · Tomoharu Iwata · Yasuhiro Fujiwara
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Random Function Descent
In Poster Session 3 West
Felix Benning · Leif Döring
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
In Poster Session 3 West
Joseph Cotnareanu · Zhanguang Zhang · Hui-Ling Zhen · Yingxue Zhang · Mark Coates
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
Thought of Search: Planning with Language Models Through The Lens of Efficiency
In Poster Session 3 West
Michael Katz · Harsha Kokel · Kavitha Srinivas · Shirin Sohrabi Araghi
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7210
DDK: Distilling Domain Knowledge for Efficient Large Language Models
In Poster Session 3 West
Jiaheng Liu · Chenchen Zhang · Jinyang Guo · Yuanxing Zhang · Haoran Que · Ken Deng · ZhiqiBai zhiqi · Jie Liu · Ge Zhang · JiakaiWang · Yanan Wu · Congnan Liu · Jiamang Wang · Lin Qu · Wenbo Su · Bo Zheng
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding
In Poster Session 3 West
Marah Ghoummaid · Uri Shalit
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
Generalization Bounds via Conditional $f$-Information
In Poster Session 3 West
Ziqiao Wang · Yongyi Mao
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
In Poster Session 3 West
Pengyu Chen · Xu Shi · Rujun Jiang · Jiulin Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees
In Poster Session 3 West
Negin Musavi · Ziyao Guo · Geir Dullerud · Yingying Li
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability
In Poster Session 3 West
Fan Chen · Dylan J Foster · Yanjun Han · Jian Qian · Alexander Rakhlin · Yunbei Xu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5009
Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization
In Poster Session 3 West
Wei Liu · Zhiying Deng · Zhongyu Niu · Jun Wang · Haozhao Wang · YuanKai Zhang · Ruixuan Li
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5008
Learning Discrete Concepts in Latent Hierarchical Models
In Poster Session 3 West
Lingjing Kong · Guangyi Chen · Biwei Huang · Eric Xing · Yuejie Chi · Kun Zhang
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration
In Poster Session 3 West
Borja G. Leon · Francesco Riccio · Kaushik Subramanian · Peter Wurman · Peter Stone
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing
In Poster Session 3 West
Haonan Lin · Yan Chen · Jiahao Wang · Wenbin An · Mengmeng Wang · Feng Tian · Yong Liu · Guang Dai · Jingdong Wang · QianYing Wang
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Can Learned Optimization Make Reinforcement Learning Less Difficult?
In Poster Session 3 West
Alexander D. Goldie · Chris Lu · Matthew T Jackson · Shimon Whiteson · Jakob Foerster
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
In Poster Session 3 West
Jiaqi Li · Qianshan Wei · Chuanyi Zhang · Guilin Qi · Miaozeng Du · Yongrui Chen · Sheng Bi · Fan Liu
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks
In Poster Session 3 West
Zhenghao Xu · Yuqing Wang · Tuo Zhao · Rachel Ward · Molei Tao
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
Learning to Assist Humans without Inferring Rewards
In Poster Session 3 West
Vivek Myers · Evan Ellis · Sergey Levine · Benjamin Eysenbach · Anca Dragan
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms
In Poster Session 3 West
Dimitri Meunier · Zikai Shen · Mattes Mollenhauer · Arthur Gretton · Zhu Li
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Targeted Sequential Indirect Experiment Design
In Poster Session 3 West
Elisabeth Ailer · Niclas Dern · Jason Hartford · Niki Kilbertus
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Qualitative Mechanism Independence
In Poster Session 3 West
Oliver Richardson · Spencer J Peters · Joseph Halpern
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
In Poster Session 3 West
Shirley Wu · Shiyu Zhao · Qian Huang · Kexin Huang · Michihiro Yasunaga · Kaidi Cao · Vassilis Ioannidis · Karthik Subbian · Jure Leskovec · James Zou
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
On provable privacy vulnerabilities of graph representations
In Poster Session 3 West
Ruofan Wu · Guanhua Fang · Mingyang Zhang · Qiying Pan · Tengfei LIU · Weiqiang Wang
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
MAC Advice for facility location mechanism design
In Poster Session 3 West
Zohar Barak · Anupam Gupta · Inbal Talgam-Cohen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
In Poster Session 3 West
Shima Adeli · Mojtaba Tefagh · Gourav Jhanwar · Masoud Zarepisheh
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Reinforcing LLM Agents via Policy Optimization with Action Decomposition
In Poster Session 3 West
Muning Wen · Ziyu Wan · Jun Wang · Weinan Zhang · Ying Wen
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
No-regret Learning in Harmonic Games: Extrapolation in the Face of Conflicting Interests
In Poster Session 3 West
Davide Legacci · Panayotis Mertikopoulos · Christos Papadimitriou · Georgios Piliouras · Bary Pradelski
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Improving Gloss-free Sign Language Translation by Reducing Representation Density
In Poster Session 3 West
Jinhui Ye · Xing Wang · Wenxiang Jiao · Junwei Liang · Hui Xiong
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Structured Learning of Compositional Sequential Interventions
In Poster Session 3 West
Jialin Yu · Andreas Koukorinis · Nicolo Colombo · Yuchen Zhu · Ricardo Silva
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7308
MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling
In Poster Session 3 West
Weihao Yuan · Yisheng HE · Weichao Shen · Yuan Dong · Xiaodong Gu · Zilong Dong · Liefeng Bo · Qixing Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
DAGER: Exact Gradient Inversion for Large Language Models
In Poster Session 3 West
Ivo Petrov · Dimitar I. Dimitrov · Maximilian Baader · Mark Müller · Martin Vechev
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions
In Poster Session 3 West
Guangyan Chen · Meiling Wang · Te Cui · Yao Mu · Haoyang Lu · Tianxing Zhou · Zicai Peng · Mengxiao Hu · Haizhou Li · Li Yuan · Yi Yang · Yufeng Yue
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
In Poster Session 3 West
Yichong Huang · Xiaocheng Feng · Baohang Li · Yang Xiang · Hui Wang · Ting Liu · Bing Qin
[ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
Diffusion Imitation from Observation
In Poster Session 3 West
Bo-Ruei Huang · Chun-Kai Yang · Chun-Mao Lai · Dai-Jie Wu · Shao-Hua Sun
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought
In Poster Session 3 West
Gabriel Sarch · Lawrence Jang · Michael Tarr · William Cohen · Kenneth Marino · Katerina Fragkiadaki
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
On Socially Fair Low-Rank Approximation and Column Subset Selection
In Poster Session 3 West
Zhao Song · Ali Vakilian · David Woodruff · Samson Zhou
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Efficient Policy Evaluation Across Multiple Different Experimental Datasets
In Poster Session 3 West
Yonghan Jung · Alexis Bellot
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Transformers on Markov data: Constant depth suffices
In Poster Session 3 West
Nived Rajaraman · Marco Bondaschi · Ashok Vardhan Makkuva · Kannan Ramchandran · Michael Gastpar
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
In Poster Session 3 West
Teng Xiao · Yige Yuan · Huaisheng Zhu · Mingxiao Li · Vasant Honavar
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
Exocentric-to-Egocentric Video Generation
In Poster Session 3 West
Jia-Wei Liu · Weijia Mao · Zhongcong XU · Jussi Keppo · Mike Zheng Shou
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization
In Poster Session 3 West
Zhuanghua Liu · Luo Luo · Bryan Kian Hsiang Low
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
Recurrent neural networks: vanishing and exploding gradients are not the end of the story
In Poster Session 3 West
Nicolas Zucchet · Antonio Orvieto
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
Contextual Bilevel Reinforcement Learning for Incentive Alignment
In Poster Session 3 West
Vinzenz Thoma · Barna Pásztor · Andreas Krause · Giorgia Ramponi · Yifan Hu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing
In Poster Session 3 West
Junxi Xiao · Qinliang Su
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
Randomized Strategic Facility Location with Predictions
In Poster Session 3 West
Eric Balkanski · Vasilis Gkatzelis · Golnoosh Shahkarami
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Foundations of Multivariate Distributional Reinforcement Learning
In Poster Session 3 West
Harley Wiltzer · Jesse Farebrother · Arthur Gretton · Mark Rowland
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable
In Poster Session 3 West
Martin Bertran · Shuai Tang · Michael Kearns · Jamie Morgenstern · Aaron Roth · Steven Wu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
In Poster Session 3 West
Martino Bernasconi · Matteo Castiglioni · Andrea Celli · Federico Fusco
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
Improved Algorithms for Contextual Dynamic Pricing
In Poster Session 3 West
Matilde Tullii · Solenne Gaucher · Nadav Merlis · Vianney Perchet
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
Deep Learning in Medical Image Registration: Magic or Mirage?
In Poster Session 3 West
Rohit Jena · Deeksha Sethi · Pratik Chaudhari · James Gee
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit
In Poster Session 3 West
Seok-Jin Kim · Min-hwan Oh
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate
In Poster Session 3 West
Fan-Ming Luo · Zuolin Tu · Zefang Huang · Yang Yu
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7208
Explaining Datasets in Words: Statistical Models with Natural Language Parameters
In Poster Session 3 West
Ruiqi Zhong · Heng Wang · Dan Klein · Jacob Steinhardt
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
CogVLM: Visual Expert for Pretrained Language Models
In Poster Session 3 West
Weihan Wang · Qingsong Lv · Wenmeng Yu · Wenyi Hong · Ji Qi · Yan Wang · Junhui Ji · Zhuoyi Yang · Lei Zhao · Song XiXuan · Jiazheng Xu · Keqin Chen · Bin Xu · Juanzi Li · Yuxiao Dong · Ming Ding · Jie Tang
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
A Tractable Inference Perspective of Offline RL
In Poster Session 3 West
Xuejie Liu · Anji Liu · Guy Van den Broeck · Yitao Liang
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
Autonomous Driving with Spiking Neural Networks
In Poster Session 3 West
Rui-Jie Zhu · Ziqing Wang · Leilani Gilpin · Jason Eshraghian
[ OpenReview] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5305
The State of Data Curation at NeurIPS: An Assessment of Dataset Development Practices in the Datasets and Benchmarks Track
In Poster Session 3 West
Eshta Bhardwaj · Harshit Gujral · Siyi Wu · Ciara Zogheib · Tegan Maharaj · Christoph Becker
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
Metrizing Weak Convergence with Maximum Mean Discrepancies
In Poster Session 3 West
Carl-Johann Simon-Gabriel · Alessandro Barp · Bernhard Schölkopf · Lester Mackey
[ JMLR] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Covariate Shift Corrected Conditional Randomization Test
In Poster Session 3 West
Bowen Xu · Yiwen Huang · Chuan Hong · Shuangning Li · Molei Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Understanding Model Selection for Learning in Strategic Environments
In Poster Session 3 West
Tinashe Handina · Eric Mazumdar
[ Slides]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
Cardinality-Aware Set Prediction and Top-$k$ Classification
In Poster Session 3 West
Corinna Cortes · Anqi Mao · Christopher Mohri · Mehryar Mohri · Yutao Zhong
[ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Intrinsic Robustness of Prophet Inequality to Strategic Reward Signaling
In Poster Session 3 West
Wei Tang · Haifeng Xu · Ruimin Zhang · Derek Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
In Poster Session 3 West
Ruben Ohana · Michael McCabe · Lucas Meyer · Rudy Morel · Fruzsina Agocs · Miguel Beneitez · Marsha Berger · Blakesly Burkhart · Stuart Dalziel · Drummond Fielding · Daniel Fortunato · Jared Goldberg · Keiya Hirashima · Yan-Fei Jiang · Rich Kerswell · Suryanarayana Maddu · Jonah Miller · Payel Mukhopadhyay · Stefan Nixon · Jeff Shen · Romain Watteaux · Bruno Régaldo-Saint Blancard · Liam Parker · Miles Cranmer · Shirley Ho
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5100
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding
In Poster Session 3 West
Kenneth Enevoldsen · Márton Kardos · Niklas Muennighoff · Kristoffer Nielbo
[ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5200
Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm
In Poster Session 3 West
R. Teal Witter · Christopher Musco
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos
In Poster Session 3 West
JR-JEN CHEN · Yu-Chien Liao · Hsi-Che Lin · Yu-Chu Yu · Yen-Chun Chen · Frank Wang
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5204
SciCode: A Research Coding Benchmark Curated by Scientists
In Poster Session 3 West
Minyang Tian · Luyu Gao · Shizhuo Zhang · Xinan Chen · Cunwei Fan · Xuefei Guo · Roland Haas · Pan Ji · Kittithat Krongchon · Yao Li · Shengyan Liu · Di Luo · Yutao Ma · HAO TONG · Kha Trinh · Chenyu Tian · Zihan Wang · Bohao Wu · Shengzhu Yin · Minhui Zhu · Kilian Lieret · Yanxin Lu · Genglin Liu · Yufeng Du · Tianhua Tao · Ofir Press · Jamie Callan · Eliu Huerta · Hao Peng
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire
In Poster Session 3 West
Yanzhi Li · Keqiu Li · LI GUOHUI · zumin wang · Chanqing Ji · Lubo Wang · Die Zuo · Qing Guo · Feng Zhang · Manyu Wang · Di Lin
[ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
In Poster Session 3 West
qi jia · baoyu · Cong Xu · Lu Liu · Liang Jin · Guoguang Du · Zhenhua Guo · Yaqian Zhao · Xuanjing Huang · Rengang Li
[ Slides] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
In Poster Session 3 West
Josh Veitch-Michaelis · Andrew Cottam · Daniella Schweizer · Eben Broadbent · David Dao · Ce Zhang · Angelica Almeyda Zambrano · Simeon Max
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5311
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
In Poster Session 3 West
Brandon Victor · Mathilde Letard · Peter Naylor · Karim Douch · Nicolas Longepe · Zhen He · Patrick Ebel
[ Poster] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5309
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
In Poster Session 3 West
Irina Saparina · Mirella Lapata
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
In Poster Session 3 West
Yinghui Li · Qingyu Zhou · Yuanzhen Luo · Shirong Ma · Yangning Li · Hai-Tao Zheng · Xuming Hu · Philip S Yu
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
AFBench: A Large-scale Benchmark for Airfoil Design
In Poster Session 3 West
Jian Liu · Jianyu Wu · Hairun Xie · Guoqing zhang · Jing Wang · Liu Wei · Wanli Ouyang · Junjun Jiang · Xianming Liu · SHIXIANG TANG · Miao Zhang
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5304
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
In Poster Session 3 West
Xueqing Wu · Rui Zheng · Jingzhen Sha · Te-Lin Wu · Hanyu Zhou · Tang Mohan · Kai-Wei Chang · Nanyun Peng · Haoran Huang
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark
In Poster Session 3 West
Sithursan Sivasubramaniam · Cedric E. Osei-Akoto · Yi Zhang · Kurt Stockinger · Jonathan Fuerst
[ Slides]  [ Poster] 
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
In Poster Session 3 West
Yohann PERRON · Vladyslav Sydorov · Adam P. Wijker · Damian Evans · Christophe Pottier · Loic Landrieu
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
Implicit Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes
In Poster Session 3 West
Qi Ma · Danda Pani Paudel · Ender Konukoglu · Luc V Gool
[ Slides] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5403
TaskBench: Benchmarking Large Language Models for Task Automation
In Poster Session 3 West
Yongliang Shen · Kaitao Song · Xu Tan · Wenqi Zhang · Kan Ren · Siyu Yuan · Weiming Lu · Dongsheng Li · Yueting Zhuang
[ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
μBench: A Microscopy Benchmark for Vision-Language Understanding
In Poster Session 3 West
Alejandro Lozano · Jeffrey Nirschl · James Burgess · Sanket Rajan Gupte · Yuhui Zhang · Alyssa Unell · Serena Yeung
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
ViLCo-Bench: VIdeo Language COntinual learning Benchmark
In Poster Session 3 West
Tianqi Tang · Shohreh Deldari · Hao Xue · Celso de Melo · Flora Salim
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
APEBench: A Benchmark for Autoregressive Neural Emulators of PDEs
In Poster Session 3 West
Felix Koehler · Simon Niedermayr · rüdiger westermann · Nils Thuerey
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5408
OpenCDA-Loop: A Closed-loop Benchmarking Platform for End-to-end Evaluation of Cooperative Perception
In Poster Session 3 West
Chia-Ju Chen · Runsheng Xu · Wei Shao · Junshan Zhang · Zhengzhong Tu
[ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
Mercury: A Code Efficiency Benchmark for Code Large Language Models
In Poster Session 3 West
Mingzhe Du · Anh Tuan Luu · Bin Ji · Qian Liu · See-Kiong Ng
[ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Reproducibility Study: Equal Improvability: A New Fairness Notion Considering the Long-Term Impact
In Poster Session 3 West
Berkay Chakar · Amina Izbassar · Mina Janićijević · Jakub Tomaszewski
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
A Synthetic Dataset for Personal Attribute Inference
In Poster Session 3 West
Hanna Yukhymenko · Robin Staab · Mark Vero · Martin Vechev
[ Slides] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action
In Poster Session 3 West
Yijia Shao · Tianshi Li · Weiyan Shi · Yanchen Liu · Diyi Yang
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Explaining RL Decisions with Trajectories': A Reproducibility Study
In Poster Session 3 West
Karim Abdel Sadek · Matteo Nulli · Joan Velja · Jort Vincenti
[ Slides]  [ Poster] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
Using Unity to Help Solve Reinforcement Learning
In Poster Session 3 West
Connor Brennan · Andrew Williams · Omar G. Younis · Vedant Vyas · Daria Yasafova · Irina Rish
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Statistical Inference for Fairness Auditing
In Poster Session 3 West
John Cherian · Emmanuel Candes
[ JMLR] 
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6909
ODRL: A Benchmark for Off-Dynamics Reinforcement Learning
In Poster Session 3 West
Jiafei Lyu · Kang Xu · Jiacheng Xu · yan · Jing-Wen Yang · Zongzhang Zhang · Chenjia Bai · Zongqing Lu · Xiu Li
[ Slides]  [ Poster]