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robust supervised learning

2 papers

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Co-occurring keywords · papers mentioning both

adversarial robustness (2) test-time adversary (1) optimality gap (1) optimal classification (1) test-time adversaries (1) pessimism principle (1) least-squares value iteration (1) cross-entropy loss (1) linear mdp (1) lower bound (1)

Papers

Corruption-robust Offline Reinforcement Learning AISTATS 2022 Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries ICML 2021