Natalie S. Frank | DeepAI

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Featured Co-authors

Mehryar Mohri
54 publications
Pranjal Awasthi
41 publications
Jonathan Niles-Weed
30 publications

research

∙ 06/18/2022

The Consistency of Adversarial Training for Binary Classification

Robustness to adversarial perturbations is of paramount concern in moder...

0 Natalie S. Frank, et al. ∙

research

∙ 06/18/2022

Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification

Adversarial training is one of the most popular methods for training met...

0 Natalie S. Frank, et al. ∙

research

∙ 12/03/2021

On the Existence of the Adversarial Bayes Classifier (Extended Version)

Adversarial robustness is a critical property in a variety of modern mac...

12 Pranjal Awasthi, et al. ∙