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Poster
Wed 12:45 Understanding Robustness in Teacher-Student Setting: A New Perspective
Zhuolin Yang · Zhaoxi Chen · Tiffany Cai · Xinyun Chen · Bo Li · Yuandong Tian
Poster
Thu 7:30 Improving Adversarial Robustness via Unlabeled Out-of-Domain Data
Zhun Deng · Linjun Zhang · Amirata Ghorbani · James Zou
Poster
Thu 7:30 Online Active Model Selection for Pre-trained Classifiers
Mohammad Reza Karimi · Nezihe Merve Gürel · Bojan Karlaš · Johannes Rausch · Ce Zhang · Andreas Krause
Poster
Parameter-free Online Linear Optimization with Side Information via Universal Coin Betting
Jongha Jon Ryu · Alankrita Bhatt · Young-Han Kim
Poster
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis
Martin Pawelczyk · Chirag Agarwal · Shalmali Joshi · Sohini Upadhyay · Himabindu Lakkaraju
Poster
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness
Beomsu Kim · Junghoon Seo
Poster
Transductive Robust Learning Guarantees
Omar Montasser · Steve Hanneke · Nathan Srebro
Poster
Particle-based Adversarial Local Distribution Regularization
Thanh Nguyen-Duc · Trung Le · He Zhao · Jianfei Cai · Dinh Phung