Adversarially Robust Learning with Unknown Perturbation Sets

3 February 2021

Papers citing "Adversarially Robust Learning with Unknown Perturbation Sets"

7 / 7 papers shown

Title
Sample Compression Scheme Reductions Idan Attias Steve Hanneke Arvind Ramaswami MQ 39 1 0 16 Oct 2024
Reliable learning in challenging environments Maria-Florina Balcan Steve Hanneke Rattana Pukdee Dravyansh Sharma OOD 30 4 0 06 Apr 2023
When are Local Queries Useful for Robust Learning? Pascale Gourdeau Varun Kanade Marta Z. Kwiatkowska J. Worrell OOD 35 1 0 12 Oct 2022
Robustly-reliable learners under poisoning attacks Maria-Florina Balcan Avrim Blum Steve Hanneke Dravyansh Sharma AAML OOD 26 14 0 08 Mar 2022
Adversarially Robust Learning with Tolerance H. Ashtiani Vinayak Pathak Ruth Urner AAML 23 9 0 02 Mar 2022
A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability Idan Attias Steve Hanneke Yishay Mansour 30 15 0 11 Feb 2022
Agnostic Sample Compression Schemes for Regression Idan Attias Steve Hanneke A. Kontorovich Menachem Sadigurschi 24 4 0 03 Oct 2018