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Adversarially Robust Learning with Tolerance
v1v2 (latest)

Adversarially Robust Learning with Tolerance

International Conference on Algorithmic Learning Theory (ALT), 2022
2 March 2022
H. Ashtiani
Vinayak Pathak
Ruth Urner
    AAML
ArXiv (abs)PDFHTMLGithub

Papers citing "Adversarially Robust Learning with Tolerance"

6 / 6 papers shown
Beyond Worst-Case Online Classification: VC-Based Regret Bounds for Relaxed Benchmarks
Beyond Worst-Case Online Classification: VC-Based Regret Bounds for Relaxed BenchmarksAnnual Conference Computational Learning Theory (COLT), 2025
Omar Montasser
Abhishek Shetty
Nikita Zhivotovskiy
361
2
0
14 Apr 2025
On the Computability of Robust PAC Learning
On the Computability of Robust PAC LearningAnnual Conference Computational Learning Theory (COLT), 2024
Pascale Gourdeau
Tosca Lechner
Ruth Urner
435
6
0
14 Jun 2024
Robust optimization for adversarial learning with finite sample
  complexity guarantees
Robust optimization for adversarial learning with finite sample complexity guaranteesIEEE Conference on Decision and Control (CDC), 2024
André Bertolace
Konstatinos Gatsis
Kostas Margellos
AAML
191
1
0
22 Mar 2024
On Proper Learnability between Average- and Worst-case Robustness
On Proper Learnability between Average- and Worst-case RobustnessNeural Information Processing Systems (NeurIPS), 2022
Vinod Raman
Unique Subedi
Ambuj Tewari
470
4
0
10 Nov 2022
Robust Empirical Risk Minimization with Tolerance
Robust Empirical Risk Minimization with ToleranceInternational Conference on Algorithmic Learning Theory (ALT), 2022
Robi Bhattacharjee
Max Hopkins
Akash Kumar
Hantao Yu
Kamalika Chaudhuri
OOD
289
8
0
02 Oct 2022
A Characterization of Semi-Supervised Adversarially-Robust PAC
  Learnability
A Characterization of Semi-Supervised Adversarially-Robust PAC LearnabilityNeural Information Processing Systems (NeurIPS), 2022
Idan Attias
Steve Hanneke
Yishay Mansour
362
17
0
11 Feb 2022
1
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