The Adversarial Consistency of Surrogate Risks for Binary Classification

17 May 2023

Papers citing "The Adversarial Consistency of Surrogate Risks for Binary Classification"

5 / 5 papers shown

Title
A Notion of Uniqueness for the Adversarial Bayes Classifier Natalie S. Frank 32 1 0 25 Apr 2024
Towards Consistency in Adversarial Classification Laurent Meunier Raphael Ettedgui Rafael Pinot Y. Chevaleyre Jamal Atif AAML 52 9 0 20 May 2022
The Many Faces of Adversarial Risk Muni Sreenivas Pydi Varun Jog AAML 43 29 0 22 Jan 2022
A Finer Calibration Analysis for Adversarial Robustness Pranjal Awasthi Anqi Mao M. Mohri Yutao Zhong AAML 46 30 0 04 May 2021
Consistent Non-Parametric Methods for Maximizing Robustness Robi Bhattacharjee Kamalika Chaudhuri AAML 39 8 0 18 Feb 2021