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Poster
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Wed 9:00
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Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
Billy Jin · Will Ma
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Poster
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Tue 9:00
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Outlier-Robust Sparse Estimation via Non-Convex Optimization
Yu Cheng · Ilias Diakonikolas · Rong Ge · Shivam Gupta · Daniel Kane · Mahdi Soltanolkotabi
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Workshop
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Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification
Niladri S. Chatterji · Saminul Haque · Tatsunori Hashimoto
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Workshop
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RobustAugMix: Joint Optimization of Natural and Adversarial Robustness
Josue Martinez-Martinez · Olivia Brown
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Workshop
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Distributionally Robust Bayesian Optimization with φ-divergences
Hisham Husain · Vu Nguyen · Anton van den Hengel
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Workshop
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Online Policy Optimization for Robust MDP
Jing Dong · Jingwei Li · Baoxiang Wang · Jingzhao Zhang
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Workshop
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Toward Fair and Robust Optimal Treatment Regimes
Kwangho Kim · Jose Zubizarreta
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Workshop
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Fri 8:20
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Online Policy Optimization for Robust MDP
Jing Dong · Jingwei Li · Baoxiang Wang · Jingzhao Zhang
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Poster
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Thu 14:00
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Distributed Distributionally Robust Optimization with Non-Convex Objectives
Yang Jiao · Kai Yang · Dongjin Song
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Workshop
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Optimization for Robustness Evaluation beyond ℓp Metrics
Hengyue Liang · Buyun Liang · Ying Cui · Tim Mitchell · Ju Sun
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Poster
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Wed 9:00
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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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Tue 14:00
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Efficient Submodular Optimization under Noise: Local Search is Robust
Lingxiao Huang · Yuyi Wang · Chunxue Yang · Huanjian Zhou
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