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99 Results
Workshop
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Empirical Study on Optimizer Selection for Out-of-Distribution Generalization Hiroki Naganuma · Kartik Ahuja · Ioannis Mitliagkas · Shiro Takagi · Tetsuya Motokawa · Rio Yokota · Kohta Ishikawa · Ikuro Sato |
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Poster
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Tue 14:00 |
Efficient Submodular Optimization under Noise: Local Search is Robust Lingxiao Huang · Yuyi Wang · Chunxue Yang · Huanjian Zhou |
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Poster
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Wed 9:00 |
A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases James Harrison · Luke Metz · Jascha Sohl-Dickstein |
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Poster
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Thu 9:00 |
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits Tong Mu · Yash Chandak · Tatsunori Hashimoto · Emma Brunskill |
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Workshop
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Out-of-Distribution Robustness via Targeted Augmentations Irena Gao · Shiori Sagawa · Pang Wei Koh · Tatsunori Hashimoto · Percy Liang |
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Poster
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Wed 14:00 |
Probable Domain Generalization via Quantile Risk Minimization Cian Eastwood · Alexander Robey · Shashank Singh · Julius von Kügelgen · Hamed Hassani · George J. Pappas · Bernhard Schölkopf |
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Poster
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Thu 14:00 |
Generative multitask learning mitigates target-causing confounding Taro Makino · Krzysztof Geras · Kyunghyun Cho |
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Poster
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Tue 14:00 |
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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Tue 14:00 |
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 |
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 |
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 14:00 |
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization Yibo Zeng · Henry Lam |