On the Computability of Robust PAC Learning

14 June 2024

Papers citing "On the Computability of Robust PAC Learning"

7 / 7 papers shown

Title
Robustly-reliable learners under poisoning attacks Maria-Florina Balcan Avrim Blum Steve Hanneke Dravyansh Sharma AAML OOD 31 14 0 08 Mar 2022
A Theory of PAC Learnability under Transformation Invariances Hang Shao Omar Montasser Avrim Blum 49 20 0 15 Feb 2022
Adversarially Robust Learning with Unknown Perturbation Sets Omar Montasser Steve Hanneke Nathan Srebro AAML 38 27 0 03 Feb 2021
The Complexity of Adversarially Robust Proper Learning of Halfspaces with Agnostic Noise Ilias Diakonikolas D. Kane Pasin Manurangsi 52 19 0 30 Jul 2020
Lower Bounds for Adversarially Robust PAC Learning Dimitrios I. Diochnos Saeed Mahloujifar Mohammad Mahmoody AAML 39 26 0 13 Jun 2019
Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution Dimitrios I. Diochnos Saeed Mahloujifar Mohammad Mahmoody AAML 14 72 0 29 Oct 2018
Adversarial examples from computational constraints Sébastien Bubeck Eric Price Ilya P. Razenshteyn AAML 80 230 0 25 May 2018