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adversarially robust learning

3 papers

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Co-occurring keywords · papers mentioning both

adversarial robustness (2) agnostic noise (1) littlestone class (1) agnostic pac learning (1) learning with abstention (1) robust learner (1) computational hardness (1) one-inclusion graph (1) perturbation set (1) proper learning (1)

Papers

Adversarially Robust Learning with Uncertain Perturbation Sets NeurIPS 2023 Adversarially Robust Learning: A Generic Minimax Optimal Learner and Characterization NeurIPS 2022 The Complexity of Adversarially Robust Proper Learning of Halfspaces with Agnostic Noise NeurIPS 2020