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2001.06399
Cited By

Robust Generalization via $α$-Mutual Information

Robust Generalization via $α$ -Mutual Information

14 January 2020

Michael C. Gastpar

ArXiv (abs)PDF HTML

Papers citing "Robust Generalization via $α$-Mutual Information"

4 / 4 papers shown

Deep Sufficient Representation Learning via Mutual Information

Deep Sufficient Representation Learning via Mutual Information

239

1

0

21 Jul 2022

A Survey of Robust Adversarial Training in Pattern Recognition:
Fundamental, Theory, and Methodologies

A Survey of Robust Adversarial Training in Pattern Recognition: Fundamental, Theory, and MethodologiesPattern Recognition (Pattern Recogn.), 2022

331

100

0

26 Mar 2022

PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy
and Negative log-loss

PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy and Negative log-loss

Pablo Piantanida

149

2

0

10 Dec 2021

Reasoning About Generalization via Conditional Mutual Information

Reasoning About Generalization via Conditional Mutual InformationAnnual Conference Computational Learning Theory (COLT), 2020

Lydia Zakynthinou

537

195

0

24 Jan 2020

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