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