conftrace_

perturbation set

6 papers

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Co-occurring keywords

robust learning (120) vc dimension (108) adversarial robustness (1341) adversarial robust learning (3) robust error (3) neural network (6616) adversarially robust learning (3) littlestone class (2) learning with abstention (3) optimal explanation (3)

Papers

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