Natalie S. Frank

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Binary Classification

Bayes Classifier

Top Venues

Publications

Natalie S. Frank
A Notion of Uniqueness for the Adversarial Bayes Classifier. CoRR (2024)
Natalie S. Frank
Adversarial Consistency and the Uniqueness of the Adversarial Bayes Classifier. CoRR (2024)
Andrew Engel, Zhichao Wang, Natalie S. Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang
Robust Explanations for Deep Neural Networks via Pseudo Neural Tangent Kernel Surrogate Models. CoRR (2023)
Natalie S. Frank, Jonathan Niles-Weed
The Consistency of Adversarial Training for Binary Classification. CoRR (2022)
Natalie S. Frank
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification. CoRR (2022)
Pranjal Awasthi, Natalie S. Frank, Mehryar Mohri
On the Existence of the Adversarial Bayes Classifier (Extended Version). CoRR (2021)