conftrace_

perturbation set

7 papers

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adversarial robustness (5) robust learning (4) vc dimension (3) adversarial robust learning (2) robust error (1) conditional variational autoencoder (1) neural network (1) adversarially robust learning (1) littlestone class (1) learning with abstention (1)

Papers

Adversarially Robust Learning with Tolerance ALT 2023 Adversarially Robust Learning with Uncertain Perturbation Sets NeurIPS 2023 Boosting Barely Robust Learners: A New Perspective on Adversarial Robustness NeurIPS 2022 Transductive Robust Learning Guarantees AISTATS 2022 Adversarially Robust Learning with Unknown Perturbation Sets COLT 2021 Learning perturbation sets for robust machine learning ICLR 2021 On Guaranteed Optimal Robust Explanations for NLP Models IJCAI 2021