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