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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #100
POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models
Korawat Tanwisuth · Shujian Zhang · Huangjie Zheng · Pengcheng He · Mingyuan Zhou
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #812
Faith-Shap: The Faithful Shapley Interaction Index
Che-Ping Tsai · Chih-Kuan Yeh · Pradeep Ravikumar
[ Slides [ Poster [ JMLR
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #101
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning
Zixuan Hu · Li Shen · Zhenyi Wang · Baoyuan Wu · Chun Yuan · Dacheng Tao
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #102
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization
Jiwoo Son · Minsu Kim · Hyeonah Kim · Jinkyoo Park
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #103
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
Youwei Liang · Kevin Stone · Ali Shameli · Chris Cummins · Mostafa Elhoushi · Jiadong Guo · Benoit Steiner · Xiaomeng Yang · Pengtao Xie · Hugh Leather · Yuandong Tian
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #104
TabLeak: Tabular Data Leakage in Federated Learning
Mark Vero · Mislav Balunovic · Dimitar I. Dimitrov · Martin Vechev
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #105
Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories
Qinqing Zheng · Mikael Henaff · Brandon Amos · Aditya Grover
[ Slides [ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #106
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
Philipp Seidl · Andreu Vall · Sepp Hochreiter · Günter Klambauer
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #107
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
XiaoHui Zhang · Jiangyan Yi · Jianhua Tao · Chenglong Wang · Chu Yuan Zhang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #108
Improving Fair Training under Correlation Shifts
Yuji Roh · Kangwook Lee · Steven Whang · Changho Suh
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #109
Phase-aware Adversarial Defense for Improving Adversarial Robustness
Dawei Zhou · Nannan Wang · Heng Yang · Xinbo Gao · Tongliang Liu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #110
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting
Shayan Shirahmad Gale Bagi · Zahra Gharaee · Oliver Schulte · Mark Crowley
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #111
Unlocking Slot Attention by Changing Optimal Transport Costs
Yan Zhang · David Zhang · Simon Lacoste-Julien · Gertjan Burghouts · Cees Snoek
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #112
Optimizing Hyperparameters with Conformal Quantile Regression
David Salinas · Jacek Golebiowski · Aaron Klein · Matthias Seeger · Cedric Archambeau
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #113
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation
Ilan Naiman · Nimrod Berman · Omri Azencot
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #114
Test-time Adaptation with Slot-Centric Models
Mihir Prabhudesai · Anirudh Goyal · Sujoy Paul · Sjoerd van Steenkiste · Mehdi S. M. Sajjadi · Gaurav Aggarwal · Thomas Kipf · Deepak Pathak · Katerina Fragkiadaki
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #115
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels
Min-Kook Suh · Seung-Woo Seo
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #116
Cooperative Open-ended Learning Framework for Zero-Shot Coordination
Yang Li · Shao Zhang · Jichen Sun · Yali Du · Ying Wen · Xinbing Wang · Wei Pan
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #117
Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning
Yihao Sun · Jiaji Zhang · Chengxing Jia · Haoxin Lin · Junyin Ye · Yang Yu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #118
Eventual Discounting Temporal Logic Counterfactual Experience Replay
Cameron Voloshin · Abhinav Verma · Yisong Yue
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #119
PAC Generalization via Invariant Representations
Advait Parulekar · Karthikeyan Shanmugam · Sanjay Shakkottai
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #120
Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows
Chao Du · Tianbo Li · Tianyu Pang · Shuicheng YAN · Min Lin
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #121
Few-Sample Feature Selection via Feature Manifold Learning
David Cohen · Tal Shnitzer · Yuval Kluger · Ronen Talmon
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #122
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
Yu Chen · Wei Deng · Shikai Fang · Fengpei Li · Tianjiao N Yang · Yikai Zhang · Kashif Rasul · Shandian Zhe · Anderson Schneider · Yuriy Nevmyvaka
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #123
Why does Throwing Away Data Improve Worst-Group Error?
Kamalika Chaudhuri · Kartik Ahuja · Martin Arjovsky · David Lopez-Paz
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #124
TabDDPM: Modelling Tabular Data with Diffusion Models
Akim Kotelnikov · Dmitry Baranchuk · Ivan Rubachev · Artem Babenko
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #125
A Closer Look at the Intervention Procedure of Concept Bottleneck Models
Sungbin Shin · Yohan Jo · Sungsoo Ahn · Namhoon Lee
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #126
On Investigating the Conservative Property of Score-Based Generative Models
Chen-Hao Chao · Wei-Fang Sun · Bo-Wun Cheng · Chun-Yi Lee
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #127
Estimating Causal Effects using a Multi-task Deep Ensemble
Ziyang Jiang · Zhuoran Hou · Yiling Liu · Yiman Ren · Keyu Li · David Carlson
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #128
Differentiable and Transportable Structure Learning
Jeroen Berrevoets · Nabeel Seedat · Fergus Imrie · Mihaela van der Schaar
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #129
Monotonic Location Attention for Length Generalization
Jishnu Ray Chowdhury · Cornelia Caragea
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #130
Cramming: Training a Language Model on a single GPU in one day.
Jonas Geiping · Tom Goldstein
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #131
Federated Conformal Predictors for Distributed Uncertainty Quantification
Charles Lu · Yaodong Yu · Sai Praneeth Karimireddy · Michael Jordan · Ramesh Raskar
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #132
From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning
Edwige Cyffers · Aurélien Bellet · Debabrota Basu
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #133
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning
Dohyun Kwon · Hanbaek Lyu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #134
A Model-Based Method for Minimizing CVaR and Beyond
Si Yi Meng · Robert Gower
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #135
Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients
Marc Harkonen · Markus Lange-Hegermann · Bogdan Raita
[ Slides [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #136
Rotation and Translation Invariant Representation Learning with Implicit Neural Representations
Sehyun Kwon · Joo Young Choi · Ernest Ryu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #137
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models
Matthew Muckley · Alaaeldin El-Nouby · Karen Ullrich · Herve Jegou · Jakob Verbeek
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #200
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
Kenton Lee · Mandar Joshi · Iulia Turc · Hexiang Hu · Fangyu Liu · Julian M Eisenschlos · Urvashi Khandelwal · Peter Shaw · Ming-Wei Chang · Kristina Toutanova
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #201
Adaptive Coordination in Social Embodied Rearrangement
Andrew Szot · Unnat Jain · Dhruv Batra · Zsolt Kira · Ruta Desai · Akshara Rai
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #202
Active Policy Improvement from Multiple Black-box Oracles
Xuefeng Liu · Takuma Yoneda · Chaoqi Wang · Matthew Walter · Yuxin Chen
[ Slides [ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #203
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
Yan Xu · Deqian Kong · Dehong Xu · Ziwei Ji · Bo Pang · Pascale FUNG · Ying Nian Wu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #204
Robust Collaborative Learning with Linear Gradient Overhead
Sadegh Farhadkhani · Rachid Guerraoui · Nirupam Gupta · Lê-Nguyên Hoang · Rafael Pinot · John Stephan
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #205
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data
Hien Dang · Tho Tran Huu · Stanley Osher · Hung Tran-The · Nhat Ho · TAN NGUYEN
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #206
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation
Maohao Shen · Yuheng Bu · Gregory Wornell
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #207
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
Igor Melnyk · Vijil Chenthamarakshan · Pin-Yu Chen · Payel Das · Amit Dhurandhar · Inkit Padhi · Devleena Das
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #208
FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization
Jung Hyun Lee · Jeonghoon Kim · Se Jung Kwon · Dongsoo Lee
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #209
The Wisdom of Hindsight Makes Language Models Better Instruction Followers
Tianjun Zhang · Fangchen Liu · Justin Wong · Pieter Abbeel · Joseph E Gonzalez
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #210
Deep Regression Unlearning
Ayush Tarun · Vikram Chundawat · Murari Mandal · Mohan Kankanhalli
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #211
Bit Allocation using Optimization
Tongda Xu · Han Gao · Chenjian Gao · Yuanyuan Wang · Dailan He · Jinyong Pi · Jixiang Luo · Ziyu Zhu · Mao Ye · Hongwei Qin · Yan Wang · Jingjing Liu · Ya-Qin Zhang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #212
QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms
Wenjie Wu · Ge Yan · Xudong Lu · Kaisen Pan · Junchi Yan
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #213
Semi-Autoregressive Energy Flows: Exploring Likelihood-Free Training of Normalizing Flows
Phillip Si · Zeyi Chen · Subham S Sahoo · Yair Schiff · Volodymyr Kuleshov
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #214
DRew: Dynamically Rewired Message Passing with Delay
Benjamin Gutteridge · Xiaowen Dong · Michael Bronstein · Francesco Di Giovanni
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #215
Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction
Georgii Novikov · Daniel Bershatsky · Julia Gusak · Alex Shonenkov · Denis Dimitrov · Ivan Oseledets
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #216
Understanding Int4 Quantization for Language Models: Latency Speedup, Composability, and Failure Cases
Xiaoxia Wu · Cheng Li · Reza Yazdani Aminabadi · Zhewei Yao · Yuxiong He
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #217
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient
Max Ryabinin · Tim Dettmers · Michael Diskin · Alexander Borzunov
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #218
Efficient Online Reinforcement Learning with Offline Data
Philip Ball · Laura Smith · Ilya Kostrikov · Sergey Levine
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #219
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning
Mattia Atzeni · Mrinmaya Sachan · Andreas Loukas
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #220
Locally Regularized Neural Differential Equations: Some Black Boxes were meant to remain closed!
Avik Pal · Alan Edelman · Christopher Rackauckas
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #221
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick
Pierre Richemond · Allison Tam · Yunhao Tang · Florian Strub · Bilal Piot · Feilx Hill
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #222
Second-order regression models exhibit progressive sharpening to the edge of stability
Atish Agarwala · Fabian Pedregosa · Jeffrey Pennington
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #223
Graph Neural Networks with Learnable and Optimal Polynomial Bases
Yuhe Guo · Zhewei Wei
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #224
SE(3) diffusion model with application to protein backbone generation
Jason Yim · Brian Trippe · Valentin De Bortoli · Emile Mathieu · Arnaud Doucet · Regina Barzilay · Tommi Jaakkola
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #225
Predicting Ordinary Differential Equations with Transformers
Sören Becker · Michal Klein · Alexander Neitz · Giambattista Parascandolo · Niki Kilbertus
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #226
Universal Morphology Control via Contextual Modulation
Zheng Xiong · Jacob Beck · Shimon Whiteson
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #227
Interactive Object Placement with Reinforcement Learning
Shengping Zhang · Quanling Meng · Qinglin Liu · Liqiang Nie · Bineng Zhong · Xiaopeng Fan · Rongrong Ji
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #228
GNOT: A General Neural Operator Transformer for Operator Learning
Zhongkai Hao · Zhengyi Wang · Hang Su · Chengyang Ying · Yinpeng Dong · LIU SONGMING · Ze Cheng · Jian Song · Jun Zhu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #229
Local Vertex Colouring Graph Neural Networks
Shouheng Li · Dongwoo Kim · Qing Wang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #230
Transformers Meet Directed Graphs
Simon Markus Geisler · Yujia Li · Daniel Mankowitz · Taylan Cemgil · Stephan Günnemann · Cosmin Paduraru
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #231
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
Jiatao Gu · Alex Trevithick · Kai-En Lin · Joshua M Susskind · Christian Theobalt · Lingjie Liu · Ravi Ramamoorthi
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #232
Under-Counted Tensor Completion with Neural Incorporation of Attributes
Shahana Ibrahim · Xiao Fu · Rebecca Hutchinson · Eugene Seo
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #233
Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning
Dingyang Chen · Qi Zhang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #234
Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees
Pengfei Li · Jianyi Yang · Shaolei Ren
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #235
Smart Initial Basis Selection for Linear Programs
Zhenan Fan · Xinglu Wang · Oleksandr Yakovenko · Abdullah Ali Sivas · Owen Ren · Yong Zhang · Zirui Zhou
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #236
Conditional Graph Information Bottleneck for Molecular Relational Learning
Namkyeong Lee · Dongmin Hyun · Gyoung S. Na · Sungwon Kim · Junseok Lee · Chanyoung Park
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #237
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
Shirley Wu · Mert Yuksekgonul · Linjun Zhang · James Zou
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #300
Reconstructive Neuron Pruning for Backdoor Defense
Yige Li · XIXIANG LYU · Xingjun Ma · Nodens Koren · Lingjuan Lyu · Bo Li · Yu-Gang Jiang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #301
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
Kaiwen Zhou · Kaizhi Zheng · Connor Pryor · Yilin Shen · Hongxia Jin · Lise Getoor · Xin Eric Wang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #302
Why do Nearest Neighbor Language Models Work?
Frank Xu · Uri Alon · Graham Neubig
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #303
Retrieval-Augmented Multimodal Language Modeling
Michihiro Yasunaga · Armen Aghajanyan · Weijia Shi · Richard James · Jure Leskovec · Percy Liang · Mike Lewis · Luke Zettlemoyer · Scott Yih
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #305
Optimizing Mode Connectivity for Class Incremental Learning
Haitao Wen · haoyang cheng · Heqian Qiu · Lanxiao Wang · Lili Pan · Hongliang Li
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #306
Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models
Luke Vilnis · Yury Zemlyanskiy · Patrick Murray · Alexandre Passos · Sumit Sanghai
[ Slides [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #307
Variational Autoencoding Neural Operators
Jacob H. Seidman · Georgios Kissas · George J. Pappas · Paris Perdikaris
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #308
TAN Without a Burn: Scaling Laws of DP-SGD
Tom Sander · Pierre Stock · Alexandre Sablayrolles
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #309
A Coupled Flow Approach to Imitation Learning
Gideon Freund · Elad Sarafian · Sarit Kraus
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #310
On Kinetic Optimal Probability Paths for Generative Models
Neta Shaul · Ricky T. Q. Chen · Maximilian Nickel · Matthew Le · Yaron Lipman
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #311
Bayesian Design Principles for Frequentist Sequential Learning
Yunbei Xu · Assaf Zeevi
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #312
Speeding Up Bellman Ford via Minimum Violation Permutations
Silvio Lattanzi · Ola Svensson · Sergei Vassilvitskii
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #313
On User-Level Private Convex Optimization
Badih Ghazi · Pritish Kamath · Ravi Kumar · Pasin Manurangsi · Raghu Meka · Chiyuan Zhang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #314
Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback
Tal Lancewicki · Aviv Rosenberg · Dmitry Sotnikov
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #315
FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks
Bingqing Song · Prashant Khanduri · xinwei zhang · Jinfeng Yi · Mingyi Hong
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #316
Contrastive Learning Meets Homophily: Two Birds with One Stone
Dongxiao He · JiTao Zhao · Rui Guo · Zhiyong Feng · Di Jin · Yuxiao Huang · Zhen Wang · Weixiong Zhang
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #317
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
Haiyang Xu · Qinghao Ye · Ming Yan · Yaya Shi · Jiabo Ye · yuanhong xu · Chenliang Li · Bin Bi · Qi Qian · Wei Wang · Guohai Xu · Ji Zhang · Songfang Huang · Fei Huang · Jingren Zhou
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #318
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift
Zhi Zhou · Lan-Zhe Guo · Lin-Han Jia · Dingchu Zhang · Yu-Feng Li
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #319
Fractional Denoising for 3D Molecular Pre-training
Shikun Feng · Yuyan Ni · Yanyan Lan · Zhiming Ma · Wei-Ying Ma
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #320
Self-Interpretable Time Series Prediction with Counterfactual Explanations
Jingquan Yan · Hao Wang
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #321
Prompting Large Language Model for Machine Translation: A Case Study
Biao Zhang · Barry Haddow · Alexandra Birch
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #322
Uncertain Evidence in Probabilistic Models and Stochastic Simulators
Andreas Munk · Alexander Mead · Frank Wood
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #323
Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
Hilaf Hasson · Danielle Robinson · Yuyang Wang · Gaurav Gupta · Youngsuk Park
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #324
Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk
David Simchi-Levi · Chonghuan Wang
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #325
Tight and fast generalization error bound of graph embedding in metric space
Atsushi Suzuki · Atsushi Nitanda · Taiji Suzuki · Jing Wang · Feng Tian · Kenji Yamanishi
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #326
Extrapolated Random Tree for Regression
Yuchao Cai · Yuheng Ma · Yiwei Dong · Hanfang Yang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #327
Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes
Runlong Zhou · Ruosong Wang · Simon Du
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #328
Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes
Chenlu Ye · Wei Xiong · Quanquan Gu · Tong Zhang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #329
Active causal structure learning with advice
Davin Choo · Themis Gouleakis · Arnab Bhattacharyya
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #330
Active Ranking of Experts Based on their Performances in Many Tasks
El Mehdi Saad · Nicolas Verzelen · Alexandra Carpentier
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #331
Sequential Changepoint Detection via Backward Confidence Sequences
Shubhanshu Shekhar · Aaditya Ramdas
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #332
Quantum Lower Bounds for Finding Stationary Points of Nonconvex Functions
Chenyi Zhang · Tongyang Li
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #333
The Monge Gap: A Regularizer to Learn All Transport Maps
Théo Uscidda · Marco Cuturi
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #334
Learning Distributions over Quantum Measurement Outcomes
Weiyuan Gong · Scott Aaronson
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #335
Approximation Algorithms for Fair Range Clustering
Sedjro Salomon Hotegni · Sepideh Mahabadi · Ali Vakilian
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #336
Short-lived High-volume Bandits
Su Jia · Nishant Oli · Ian Anderson · Paul Duff · Andrew Li · R. Ravi
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #338
Optimal randomized multilevel Monte Carlo for repeatedly nested expectations
Yasa Syed · Guanyang Wang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #400
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case
Aram-Alexandre Pooladian · Vincent Divol · Jonathan Niles-Weed
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #401
Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function
Elissa Mhanna · Mohamad Assaad
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #402
Global Selection of Contrastive Batches via Optimization on Sample Permutations
Vin Sachidananda · Ziyi Yang · Chenguang Zhu
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #403
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
Thomy Phan · Fabian Ritz · Philipp Altmann · Maximilian Zorn · Jonas Nüßlein · Michael Kölle · Thomas Gabor · Claudia Linnhoff-Popien
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #404
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
Abdul Fatir Ansari · Alvin Heng · Andre Lim · Harold Soh
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #405
Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
Nico Stucki · Johannes C. Paetzold · Suprosanna Shit · bjoern menze · Ulrich Bauer
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #406
MetricGAN-OKD: Multi-Metric Optimization of MetricGAN via Online Knowledge Distillation for Speech Enhancement
Wooseok Shin · Byung Hoon Lee · Jin Sob Kim · Hyun Joon Park · Sung Won Han
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #407
FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models
Songze Li · Duanyi YAO · Jin Liu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #408
A Gromov--Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening
Yifan Chen · Rentian Yao · Yun Yang · Jie Chen
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #409
Dataset Distillation with Convexified Implicit Gradients
Noel Loo · Ramin Hasani · Mathias Lechner · Daniela Rus
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #411
Fast Federated Machine Unlearning with Nonlinear Functional Theory
Tianshi Che · Yang Zhou · Zijie Zhang · Lingjuan Lyu · Ji Liu · Da Yan · Dejing Dou · Jun Huan
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #412
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models
Nikolaos Dimitriadis · Pascal Frossard · François Fleuret
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #413
Boosting Offline Reinforcement Learning with Action Preference Query
Qisen Yang · Shenzhi Wang · Matthieu Lin · Shiji Song · Gao Huang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #414
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification
Pranjal Aggarwal · Ameet Deshpande · Karthik Narasimhan
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #415
Uncertainty Estimation for Molecules: Desiderata and Methods
Tom Wollschläger · Nicholas Gao · Bertrand Charpentier · Mohamed Amine Ketata · Stephan Günnemann
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #416
Reliable Measures of Spread in High Dimensional Latent Spaces
Anna Marbut · Katy McKinney-Bock · Travis Wheeler
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #417
Causal Strategic Classification: A Tale of Two Shifts
Guy Horowitz · Nir Rosenfeld
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #419
Learning Preconditioners for Conjugate Gradient PDE Solvers
Yichen Li · Peter Yichen Chen · Tao Du · Wojciech Matusik
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #420
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning
Ezekiel Williams · Colin Bredenberg · Guillaume Lajoie
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #421
Learning Belief Representations for Partially Observable Deep RL
Andrew Wang · Andrew C Li · Toryn Q Klassen · Rodrigo A Toro Icarte · Sheila McIlraith
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #422
A Neural PDE Solver with Temporal Stencil Modeling
Zhiqing Sun · Yiming Yang · Shinjae Yoo
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #423
Towards Understanding Ensemble Distillation in Federated Learning
Sejun Park · Kihun Hong · Ganguk Hwang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #424
Improved Active Multi-Task Representation Learning via Lasso
Yiping Wang · Yifang Chen · Kevin Jamieson · Simon Du
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #425
Bag of Tricks for Training Data Extraction from Language Models
Weichen Yu · Tianyu Pang · Qian Liu · Chao Du · Bingyi Kang · Yan Huang · Min Lin · Shuicheng YAN
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #426
GFlowNet-EM for Learning Compositional Latent Variable Models
Edward Hu · Nikolay Malkin · Moksh Jain · Katie Everett · Alexandros Graikos · Yoshua Bengio
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #427
Optimizing DDPM Sampling with Shortcut Fine-Tuning
Ying Fan · Kangwook Lee
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #428
The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms
Anirudh Vemula · Yuda Song · Aarti Singh · J. Bagnell · Sanjiban Choudhury
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #429
A Reinforcement Learning Framework for Dynamic Mediation Analysis
Lin Ge · Jitao Wang · Chengchun Shi · Zhenke Wu · Rui Song
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #430
Additive Causal Bandits with Unknown Graph
Alan Malek · Virginia Aglietti · Silvia Chiappa
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #431
VA-learning as a more efficient alternative to Q-learning
Yunhao Tang · Remi Munos · Mark Rowland · Michal Valko
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #432
MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation
Xingang Peng · Jiaqi Guan · qiang liu · Jianzhu Ma
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #433
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling
Tianqi Chen · Mingyuan Zhou
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #434
Emergence of Sparse Representations from Noise
Trenton Bricken · Rylan Schaeffer · Bruno Olshausen · Gabriel Kreiman
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #435
The Benefits of Model-Based Generalization in Reinforcement Learning
Kenny Young · Aditya Ramesh · Louis Kirsch · Jürgen Schmidhuber
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #436
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs
Andrea Coletta · Svitlana Vyetrenko · Tucker Balch
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #437
Inflow, Outflow, and Reciprocity in Machine Learning
Mukund Sundararajan · Walid Krichene
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #438
Infinite Action Contextual Bandits with Reusable Data Exhaust
Mark Rucker · Yinglun Zhu · Paul Mineiro
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #439
Hardness of Independent Learning and Sparse Equilibrium Computation in Markov Games
Dylan Foster · Noah Golowich · Sham Kakade
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #440
Improved Online Learning Algorithms for CTR Prediction in Ad Auctions
Zhe Feng · Christopher Liaw · Zixin Zhou
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #441
Bandits with Knapsacks: Advice on Time-Varying Demands
Lixing Lyu · Wang Chi Cheung
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #442
A Kernel-Based View of Language Model Fine-Tuning
Sadhika Malladi · Alexander Wettig · Dingli Yu · Danqi Chen · Sanjeev Arora
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #500
Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies
Hannah Pinson · Joeri Lenaerts · Vincent Ginis
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #501
Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
Weixin Liang · Yining Mao · Yongchan Kwon · Xinyu Yang · James Zou
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #502
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels
Xuchen You · Shouvanik Chakrabarti · Boyang Chen · Xiaodi Wu
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #503
Slot-VAE: Object-Centric Scene Generation with Slot Attention
Yanbo Wang · Letao Liu · Justin Dauwels
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #504
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
Nan Yin · Li Shen · Mengzhu Wang · Long Lan · Zeyu Ma · Chong Chen · Xian-Sheng Hua · Xiao Luo
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #505
Efficient Training of Language Models using Few-Shot Learning
Sashank Jakkam Reddi · Sobhan Miryoosefi · Stefani Karp · Shankar Krishnan · Satyen Kale · Seungyeon Kim · Sanjiv Kumar
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #506
Identifying Useful Learnwares for Heterogeneous Label Spaces
Lan-Zhe Guo · Zhi Zhou · Yu-Feng Li · Zhi-Hua Zhou
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #507
Adaptive Compositional Continual Meta-Learning
Bin Wu · Jinyuan Fang · xiangxiang Zeng · Shangsong Liang · Qiang Zhang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #508
D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching
Xuanzhou Liu · Lin Zhang · Jiaqi Sun · Yujiu Yang · Haiqin Yang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #509
What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings
Zequn Sun · Jiacheng Huang · Xiaozhou Xu · Qijin Chen · Weijun Ren · Wei Hu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #510
FedHPO-Bench: A Benchmark Suite for Federated Hyperparameter Optimization
Zhen WANG · Weirui Kuang · Ce Zhang · Bolin Ding · Yaliang Li
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #418
A theory of continuous generative flow networks
Salem Lahlou · Tristan Deleu · Pablo Lemos · Dinghuai Zhang · Alexandra Volokhova · Alex Hernandez-Garcia · Lena Nehale Ezzine · Yoshua Bengio · Nikolay Malkin
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #512
Neural signature kernels as infinite-width-depth-limits of controlled ResNets
Nicola Muca Cirone · Maud Lemercier · Cristopher Salvi
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #513
Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference
Kyurae Kim · Kaiwen Wu · Jisu Oh · Jacob Gardner
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #514
A Robust Test for the Stationarity Assumption in Sequential Decision Making
Jitao Wang · Chengchun Shi · Zhenke Wu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #515
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization
Hao Zhang · Chenglin Li · Wenrui Dai · Junni Zou · Hongkai Xiong
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #337
Auxiliary Learning as an Asymmetric Bargaining Game
Aviv Shamsian · Aviv Navon · Neta Glazer · Kenji Kawaguchi · Gal Chechik · Ethan Fetaya
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #516
Retrosynthetic Planning with Dual Value Networks
Guoqing Liu · Di Xue · Shufang Xie · Yingce Xia · Austin Tripp · Krzysztof Maziarz · Marwin Segler · Tao Qin · Zongzhang Zhang · Tie-Yan Liu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #517
Accelerated Cyclic Coordinate Dual Averaging with Extrapolation for Composite Convex Optimization
Cheuk Yin Lin · Chaobing Song · Jelena Diakonikolas
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #518
Generating Private Synthetic Data with Genetic Algorithms
Terrance Liu · Jingwu Tang · Giuseppe Vietri · Steven Wu
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #519
AdaBoost is not an Optimal Weak to Strong Learner
Mikael Møller Høgsgaard · Kasper Green Larsen · Martin Ritzert
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #520
Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation
Weijian Deng · Yumin Suh · Stephen Gould · Liang Zheng
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #521
Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments
Sang-Hyun Lee · Seung-Woo Seo
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #813
Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics
Pingchuan Ma · Peter Yichen Chen · Bolei Deng · Josh Tenenbaum · Tao Du · Chuang Gan · Wojciech Matusik
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #522
Learning Neural PDE Solvers with Parameter-Guided Channel Attention
Makoto Takamoto · Francesco Alesiani · Mathias Niepert
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #523
SLAMB: Accelerated Large Batch Training with Sparse Communication
Hang Xu · Wenxuan Zhang · Jiawei Fei · Yuzhe Wu · TingWen Xie · Jun Huang · Yuchen Xie · Mohamed Elhoseiny · Panos Kalnis
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #524
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning
Hanxiao Chen · Meng Hao · Hongwei Li · Kangjie Chen · Guowen Xu · Tianwei Zhang · Xilin Zhang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #525
Continuation Path Learning for Homotopy Optimization
Xi Lin · Zhiyuan Yang · Xiaoyuan Zhang · Qingfu Zhang
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #526
NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes
Chenbo Jiang · Jie Yang · Shwai He · Yu-Kun Lai · Lin Gao
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #527
Margin-based Neural Network Watermarking
Byungjoo Kim · Suyoung Lee · Seanie Lee · Son · Sung Ju Hwang
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #528
Sequential Underspecified Instrument Selection for Cause-Effect Estimation
Elisabeth Ailer · Jason Hartford · Niki Kilbertus
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #529
JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift
Drew Prinster · Suchi Saria · Anqi Liu
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #530
Constrained Phi-Equilibria
Martino Bernasconi · Matteo Castiglioni · Alberto Marchesi · Francesco Trovò · Nicola Gatti
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #531
Diffusion Models are Minimax Optimal Distribution Estimators
Kazusato Oko · Shunta Akiyama · Taiji Suzuki
[ Slides [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #532
Statistical Indistinguishability of Learning Algorithms
Alkis Kalavasis · Amin Karbasi · Shay Moran · Grigoris Velegkas
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #533
Cluster Explanation via Polyhedral Descriptions
Connor Lawless · Oktay Gunluk
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #534
Geometric Clifford Algebra Networks
David Ruhe · Jayesh K. Gupta · Steven De Keninck · Max Welling · Johannes Brandstetter
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #535
Multisample Flow Matching: Straightening Flows with Minibatch Couplings
Aram-Alexandre Pooladian · Heli Ben-Hamu · Carles Domingo i Enrich · Brandon Amos · Yaron Lipman · Ricky T. Q. Chen
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #536
Memory-Based Dual Gaussian Processes for Sequential Learning
Paul Chang · Prakhar Verma · ST John · Arno Solin · Khan Emtiyaz
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #538
Training-Free Neural Active Learning with Initialization-Robustness Guarantees
Apivich Hemachandra · Zhongxiang Dai · Jasraj Singh · See-Kiong Ng · Bryan Kian Hsiang Low
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #539
Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents
WENHAO XU · Xuefeng Gao · Xuedong He
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #540
Correcting discount-factor mismatch in on-policy policy gradient methods
Fengdi Che · Gautham Vasan · Rupam Mahmood
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #541
A Fast Optimistic Method for Monotone Variational Inequalities
Michael Sedlmayer · Dang-Khoa Nguyen · Radu Ioan Bot
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #542
Doubly Adversarial Federated Bandits
Jialin Yi · Milan Vojnovic
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #543
Demystifying Disagreement-on-the-Line in High Dimensions
Donghwan Lee · Behrad Moniri · Xinmeng Huang · Edgar Dobriban · Hamed Hassani
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #544
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
Kexun Zhang · Xianjun Yang · William Wang · Lei Li
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #545
Unifying Molecular and Textual Representations via Multi-task Language Modelling
Dimitrios Christofidellis · Giorgio Giannone · Jannis Born · Ole Winther · Teodoro Laino · Matteo Manica
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #600
Evidential Interactive Learning for Medical Image Captioning
Ervine Zheng · Qi Yu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #601
Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation
Antoine Dedieu · Guangyao Zhou · Dileep George · Miguel Lazaro-Gredilla
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #602
Hindsight Learning for MDPs with Exogenous Inputs
Sean R. Sinclair · Felipe Vieira Frujeri · Ching-An Cheng · Luke Marshall · Hugo Barbalho · Jingling Li · Jennifer Neville · Ishai Menache · Adith Swaminathan
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #603
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples
Dongyoon Yang · Insung Kong · Yongdai Kim
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #604
Adversarially Robust PAC Learnability of Real-Valued Functions
Idan Attias · Steve Hanneke
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #605
Nearly Minimax Optimal Regret for Learning Linear Mixture Stochastic Shortest Path
Qiwei Di · Jiafan He · Dongruo Zhou · Quanquan Gu
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #606
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations
Anqi Li · Byron Boots · Ching-An Cheng
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #607
Truncating Trajectories in Monte Carlo Reinforcement Learning
Riccardo Poiani · Alberto Maria Metelli · Marcello Restelli
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #608
Approximately Optimal Core Shapes for Tensor Decompositions
Mehrdad Ghadiri · Matthew Fahrbach · Thomas Fu · Vahab Mirrokni
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #609
Data Structures for Density Estimation
Anders Aamand · Alexandr Andoni · Justin Chen · Piotr Indyk · Shyam Narayanan · Sandeep Silwal
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #610
Internet Explorer: Targeted Representation Learning on the Open Web
Alexander Li · Ellis Brown · Alexei Efros · Deepak Pathak
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #611
Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator
Sicheng Zhu · Bang An · Furong Huang · Sanghyun Hong
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #612
DRCFS: Doubly Robust Causal Feature Selection
Francesco Quinzan · Ashkan Soleymani · Patrick Jaillet · Cristian R. Rojas · Stefan Bauer
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #613
Polarity Is All You Need to Learn and Transfer Faster
Alice (Qingyang) Wang · Michael Powell · Eric Bridgeford · Ali Geisa · Joshua Vogelstein
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #614
Homomorphism AutoEncoder --- Learning Group Structured Representations from Observed Transitions
Hamza Keurti · Hsiao-Ru Pan · Michel Besserve · Benjamin F. Grewe · Bernhard Schölkopf
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #615
RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents
Rafael A Rodriguez-Sanchez · Benjamin Spiegel · Jennifer Wang · Roma Patel · Stefanie Tellex · George Konidaris
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #616
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation
Ronghao Dang · Lu Chen · Liuyi Wang · Zongtao He · Chengju Liu · Qijun Chen
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #617
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
Arka Daw · Jie Bu · Sifan Wang · Paris Perdikaris · Anuj Karpatne
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #618
A Robust Optimisation Perspective on Counterexample-Guided Repair of Neural Networks
David Boetius · Stefan Leue · Tobias Sutter
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #619
Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models
Ajay Jaiswal · Shiwei Liu · Tianlong Chen · Ding · Zhangyang “Atlas” Wang
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #620
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels
Sai Rajeswar · Pietro Mazzaglia · Tim Verbelen · Alex Piche · Bart Dhoedt · Aaron Courville · Alexandre Lacoste
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #621
Do Machine Learning Models Learn Statistical Rules Inferred from Data?
Aaditya Naik · Yinjun Wu · Mayur Naik · Eric Wong
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #622
Set-membership Belief State-based Reinforcement Learning for POMDPs
Wei Wei · Lijun Zhang · Lin Li · Huizhong Song · Jiye Liang
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #623
Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference
Insung Kong · Dongyoon Yang · Jongjin Lee · Ilsang Ohn · GYUSEUNG BAEK · Yongdai Kim
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #624
Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards
Yulian Wu · Xingyu Zhou · Sayak Ray Chowdhury · Di Wang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #625
Online Learning with Feedback Graphs: The True Shape of Regret
Tomáš Kocák · Alexandra Carpentier
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #626
High Probability Convergence of Stochastic Gradient Methods
Zijian Liu · Ta Duy Nguyen · Thien Nguyen · Alina Ene · Huy Nguyen
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #627
On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits
Weitong Zhang · Jiafan He · Zhiyuan Fan · Quanquan Gu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #628
Sequence Modeling with Multiresolution Convolutional Memory
Jiaxin Shi · Ke Alexander Wang · Emily Fox
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #629
Dropout Reduces Underfitting
Zhuang Liu · Zhiqiu (Oscar) Xu · Joseph Jin · Zhiqiang Shen · Trevor Darrell
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #630
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis
Sanjay Kariyappa · Chuan Guo · Kiwan Maeng · Wenjie Xiong · G. Edward Suh · Moinuddin Qureshi · Hsien-Hsin Sean Lee
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #631
Uncovering Adversarial Risks of Test-Time Adaptation
Tong Wu · Feiran Jia · Xiangyu Qi · Jiachen Wang · Vikash Sehwag · Saeed Mahloujifar · Prateek Mittal
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #632
Trapdoor Normalization with Irreversible Ownership Verification
Hanwen Liu · Zhenyu Weng · Yuesheng Zhu · Yadong Mu
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #633
Detecting Out-of-distribution Data through In-distribution Class Prior
Xue JIANG · Feng Liu · zhen fang · Hong Chen · Tongliang Liu · Feng Zheng · Bo Han
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #634
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning
Mingqi Yuan · Bo Li · Xin Jin · Wenjun Zeng
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #635
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation
Omer Bar-Tal · Lior Yariv · Yaron Lipman · Tali Dekel
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #637
Unsupervised Out-of-Distribution Detection with Diffusion Inpainting
Zhenzhen Liu · Jin Zhou · Yufan Wang · Kilian Weinberger
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #638
Markovian Gaussian Process Variational Autoencoders
Harrison Zhu · Carles Balsells Rodas · Yingzhen Li
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #639
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs
Richard Watson · Hengrui Cai · Xinming An · Samuel McLean · Rui Song
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #640
Convergence of Proximal Point and Extragradient-Based Methods Beyond Monotonicity: the Case of Negative Comonotonicity
Eduard Gorbunov · Adrien Taylor · Samuel Horváth · Gauthier Gidel
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #641
Large Language Models Struggle to Learn Long-Tail Knowledge
Nikhil Kandpal · Haikang Deng · Adam Roberts · Eric Wallace · Colin Raffel
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #643
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning
Joar Skalse · Matthew Farrugia-Roberts · Stuart Russell · Alessandro Abate · Adam Gleave
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #645
Global optimality for Euclidean CCCP under Riemannian convexity
Melanie Weber · Suvrit Sra
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #700
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice
Toshinori Kitamura · Tadashi Kozuno · Yunhao Tang · Nino Vieillard · Michal Valko · Wenhao Yang · Jincheng Mei · Pierre Menard · Mohammad Gheshlaghi Azar · Remi Munos · Olivier Pietquin · Matthieu Geist · Csaba Szepesvari · Wataru Kumagai · Yutaka Matsuo
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #701
On the Occupancy Measure of Non-Markovian Policies in Continuous MDPs
Romain Laroche · Remi Tachet des Combes
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #702
Achieving High Accuracy with PINNs via Energy Natural Gradient Descent
Johannes Müller · Marius Zeinhofer
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #703
A Distribution Optimization Framework for Confidence Bounds of Risk Measures
Hao Liang · Zhi-Quan Luo
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #704
A Kernel Stein Test of Goodness of Fit for Sequential Models
Jerome Baum · Heishiro Kanagawa · Arthur Gretton
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #705
PCA-based Multi-Task Learning: a Random Matrix Approach
Malik TIOMOKO · Romain COUILLET · Frederic Pascal
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #706
Neural Status Registers
Lukas Faber · Roger Wattenhofer
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #707
Kernel Logistic Regression Approximation of an Understandable ReLU Neural Network
Marie Guyomard · Susana Barbosa · Lionel Fillatre
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #708
Free-Form Variational Inference for Gaussian Process State-Space Models
Xuhui Fan · Edwin V. Bonilla · Terence O'kane · Scott SIsson
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #709
Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach
Boya Hou · Sina Sanjari · Nathan Dahlin · Subhonmesh Bose · Umesh Vaidya
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #710
Rethinking Backdoor Attacks
Alaa Khaddaj · Guillaume Leclerc · Aleksandar Makelov · Kristian Georgiev · Hadi Salman · Andrew Ilyas · Aleksander Madry
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #711
Do Perceptually Aligned Gradients Imply Robustness?
Roy Ganz · Bahjat Kawar · Michael Elad
[ Slides [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #712
Understanding Oversquashing in GNNs through the Lens of Effective Resistance
Mitchell Black · Zhengchao Wan · Amir Nayyeri · Yusu Wang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #713
One-Shot Compression of Large Edge-Exchangeable Graphs using Bits-Back Coding
Daniel Severo · James Townsend · Ashish Khisti · Alireza Makhzani
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #714
Solving High-Dimensional PDEs with Latent Spectral Models
Haixu Wu · Tengge Hu · huakun luo · Jianmin Wang · Mingsheng Long
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #715
Two-Scale Gradient Descent Ascent Dynamics Finds Mixed Nash Equilibria of Continuous Games: A Mean-Field Perspective
Yulong Lu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #716
An Information-Theoretic Analysis of Nonstationary Bandit Learning
Seungki Min · Daniel Russo
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #717
Learning Representations without Compositional Assumptions
Tennison Liu · Jeroen Berrevoets · Zhaozhi Qian · Mihaela van der Schaar
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #718
Meta-learning Parameterized Skills
Haotian Fu · Shangqun Yu · Saket Tiwari · Michael L. Littman · George Konidaris
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #719
On the Convergence Rate of Gaussianization with Random Rotations
Felix Draxler · Lars Kühmichel · Armand Rousselot · Jens Müller · Christoph Schnörr · Ullrich Koethe
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #720
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs
Raif Rustamov · Subhabrata Majumdar
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #721
Coordinated Dynamic Bidding in Repeated Second-Price Auctions with Budgets
Yurong Chen · Qian Wang · Zhijian Duan · Haoran Sun · Zhaohua Chen · Xiang Yan · Xiaotie Deng
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #722
TGRL: An Algorithm for Teacher Guided Reinforcement Learning
Idan Shenfeld · Zhang-Wei Hong · Aviv Tamar · Pulkit Agrawal
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #723
The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing
Xingyu Xu · Yandi Shen · Yuejie Chi · Cong Ma
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #724
FeDXL: Provable Federated Learning for Deep X-Risk Optimization
Zhishuai Guo · Rong Jin · Jiebo Luo · Tianbao Yang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #725
Faster Gradient-Free Algorithms for Nonsmooth Nonconvex Stochastic Optimization
Lesi Chen · Jing Xu · Luo Luo
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #726
Efficient List-Decodable Regression using Batches
Abhimanyu Das · Ayush Jain · Weihao Kong · Rajat Sen
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #727
Approximate Stein Classes for Truncated Density Estimation
Daniel J. Williams · Song Liu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #728
Rethinking Weak Supervision in Helping Contrastive Learning
Jingyi Cui · Weiran Huang · Yifei Wang · Yisen Wang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #729
Spatial Implicit Neural Representations for Global-Scale Species Mapping
Elijah Cole · Grant Horn · Christian Lange · Alexander Shepard · Patrick Leary · Pietro Perona · Scott Loarie · Oisin Mac Aodha
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #730
Interventional Causal Representation Learning
Kartik Ahuja · Divyat Mahajan · Yixin Wang · Yoshua Bengio
[ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #731
Denoising MCMC for Accelerating Diffusion-Based Generative Models
Beomsu Kim · Jong Chul YE
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #732
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
Gati Aher · Rosa I. Arriaga · Adam Tauman Kalai
[ Slides [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #733
Poisoning Generative Replay in Continual Learning to Promote Forgetting
Siteng Kang · Zhan Shi · Xinhua Zhang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #734
Continual Task Allocation in Meta-Policy Network via Sparse Prompting
Yijun Yang · Tianyi Zhou · Jing Jiang · Guodong Long · Yuhui Shi
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #735
Text-To-Concept (and Back) via Cross-Model Alignment
Mazda Moayeri · Keivan Rezaei · Maziar Sanjabi · Soheil Feizi
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #736
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
Ruofan Zhang · Ruofan Zhang · Haoyu Chen · Chao Dong · Yulun Zhang · Wenming Yang
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #737
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming
Chunlin Sun · Shang Liu · Xiaocheng Li
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #738
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers
Yineng Chen · Zuchao Li · Lefei Zhang · Bo Du · hai zhao
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #739
State and parameter learning with PARIS particle Gibbs
Gabriel Cardoso · Yazid Janati el idrissi · Sylvain Le Corff · Eric Moulines · Jimmy Olsson
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #740
On Computing Optimal Tree Ensembles
Christian Komusiewicz · Pascal Kunz · Frank Sommer · Manuel Sorge
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #741
Opponent-Limited Online Search for Imperfect Information Games
Weiming Liu · Haobo Fu · Qiang Fu · Wei Yang
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #742
Robust Subtask Learning for Compositional Generalization
Kishor Jothimurugan · Steve Hsu · Osbert Bastani · Rajeev Alur
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #743
Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits
Ronshee Chawla · Daniel Vial · Sanjay Shakkottai · R Srikant
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #800
Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning
Antonio Sclocchi · Mario Geiger · Matthieu Wyart
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #801
Fully Dynamic Submodular Maximization over Matroids
PAUL DUETTING · Federico Fusco · Silvio Lattanzi · Ashkan Norouzi-Fard · Morteza Zadimoghaddam
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #802
One-sided Matrix Completion from Two Observations Per Row
Steven Cao · Percy Liang · Greg Valiant
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #803
The Saddle-Point Method in Differential Privacy
Wael Alghamdi · Juan Gomez · Shahab Asoodeh · Flavio Calmon · Oliver Kosut · Lalitha Sankar
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #804
Geometric Autoencoders - What You See is What You Decode
Philipp Nazari · Sebastian Damrich · Fred Hamprecht
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #805
Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape
Yan Sun · Li Shen · Shixiang Chen · Liang Ding · Dacheng Tao
[ Slides [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #806
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
Yuhang Lai · Chengxi Li · Yiming Wang · Tianyi Zhang · Ruiqi Zhong · Luke Zettlemoyer · Scott Yih · Daniel Fried · Sida Wang · Tao Yu
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #807
Continual Learning in Linear Classification on Separable Data
Itay Evron · Edward Moroshko · Gon Buzaglo · Maroun Khriesh · Badea Marjieh · Nati Srebro · Daniel Soudry
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #809
The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent
Lei Wu · Weijie Su
[ PDF
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #810
Multi-channel Autobidding with Budget and ROI Constraints
Yuan Deng · Negin Golrezaei · Patrick Jaillet · Jason Cheuk Nam Liang · Vahab Mirrokni
[ PDF [ Poster
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #811
Raising the Cost of Malicious AI-Powered Image Editing
Hadi Salman · Alaa Khaddaj · Guillaume Leclerc · Andrew Ilyas · Aleksander Madry
[ Poster