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Poster
Wed 9:00 On-Demand Sampling: Learning Optimally from Multiple Distributions
Nika Haghtalab · Michael Jordan · Eric Zhao
Poster
Tue 14:00 Adversarially Robust Learning: A Generic Minimax Optimal Learner and Characterization
Omar Montasser · Steve Hanneke · Nati Srebro
Poster
Tue 14:00 Optimizing Relevance Maps of Vision Transformers Improves Robustness
Hila Chefer · Idan Schwartz · Lior Wolf
Poster
Wed 14:00 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
Mohammad Reza Taesiri · Giang Nguyen · Anh Nguyen
Poster
Thu 9:00 Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits
Tong Mu · Yash Chandak · Tatsunori Hashimoto · Emma Brunskill
Poster
Tue 14:00 Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances
Sloan Nietert · Ziv Goldfeld · Ritwik Sadhu · Kengo Kato
Poster
Thu 14:00 Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization
Yibo Zeng · Henry Lam
Poster
Tue 14:00 Coresets for Wasserstein Distributionally Robust Optimization Problems
Ruomin Huang · Jiawei Huang · Wenjie Liu · Hu Ding
Poster
Wed 9:00 Efficient Non-Parametric Optimizer Search for Diverse Tasks
Ruochen Wang · Yuanhao Xiong · Minhao Cheng · Cho-Jui Hsieh
Poster
Wed 14:00 Robustness to Unbounded Smoothness of Generalized SignSGD
Michael Crawshaw · Mingrui Liu · Francesco Orabona · Wei Zhang · Zhenxun Zhuang
Poster
Tue 9:00 A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits
Ilija Bogunovic · Zihan Li · Andreas Krause · Jonathan Scarlett
Poster
Thu 9:00 Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints
Jiajin Li · Sirui Lin · Jose Blanchet · Viet Anh Nguyen