Vinayak Pathak
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
COLT (2)
ALT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
robust learning
(3)
perturbation set
(2)
pac learning
(1)
vc dimension
(1)
adversarial perturbation
(1)
vc class
(1)
adversarially robust learning
(1)
littlestone class
(1)
learning with abstention
(1)
black-box certification
(1)
semi-supervised learning
(1)
adversarial pac-learning
(1)
adversarial robustness
(1)
Papers
Simplifying Adversarially Robust PAC Learning With Tolerance
COLT 2025
Market Making without Regret
COLT 2025
Adversarially Robust Learning with Uncertain Perturbation Sets
NIPS 2023
Adversarially Robust Learning with Tolerance
ALT 2023
Black-box Certification and Learning under Adversarial Perturbations
ICML 2020