Search All 2022 Events
 

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Poster
Wed 9:00 Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
Billy Jin · Will Ma
Poster
Tue 9:00 Outlier-Robust Sparse Estimation via Non-Convex Optimization
Yu Cheng · Ilias Diakonikolas · Rong Ge · Shivam Gupta · Daniel Kane · Mahdi Soltanolkotabi
Workshop
RobustAugMix: Joint Optimization of Natural and Adversarial Robustness
Josue Martinez-Martinez · Olivia Brown
Workshop
Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification
Niladri S. Chatterji · Saminul Haque · Tatsunori Hashimoto
Workshop
Distributionally Robust Bayesian Optimization with φ-divergences
Hisham Husain · Vu Nguyen · Anton van den Hengel
Poster
Thu 14:00 Distributed Distributionally Robust Optimization with Non-Convex Objectives
Yang Jiao · Kai Yang · Dongjin Song
Workshop
Online Policy Optimization for Robust MDP
Jing Dong · Jingwei Li · Baoxiang Wang · Jingzhao Zhang
Workshop
Optimization for Robustness Evaluation beyond ℓp Metrics
Hengyue Liang · Buyun Liang · Ying Cui · Tim Mitchell · Ju Sun
Workshop
Fri 8:20 Online Policy Optimization for Robust MDP
Jing Dong · Jingwei Li · Baoxiang Wang · Jingzhao Zhang
Workshop
Toward Fair and Robust Optimal Treatment Regimes
Kwangho Kim · Jose Zubizarreta
Poster
Wed 9:00 A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases
James Harrison · Luke Metz · Jascha Sohl-Dickstein
Poster
Wed 9:00 On-Demand Sampling: Learning Optimally from Multiple Distributions
Nika Haghtalab · Michael Jordan · Eric Zhao