The Consistency of Adversarial Training for Binary Classification

18 June 2022

Papers citing "The Consistency of Adversarial Training for Binary Classification"

9 / 9 papers shown

Title
On the existence of solutions to adversarial training in multiclass classification Nicolas García Trillos Matt Jacobs Jakwang Kim 18 8 0 28 Apr 2023
Gamma-convergence of a nonlocal perimeter arising in adversarial machine learning Leon Bungert Kerrek Stinson 24 12 0 28 Nov 2022
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification Natalie Frank Jonathan Niles-Weed AAML 16 14 0 18 Jun 2022
Towards Consistency in Adversarial Classification Laurent Meunier Raphael Ettedgui Rafael Pinot Y. Chevaleyre Jamal Atif AAML 52 9 0 20 May 2022
The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification Nicolas García Trillos Matt Jacobs Jakwang Kim OT 14 23 0 27 Apr 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
Adversarial examples from computational constraints Sébastien Bubeck Eric Price Ilya P. Razenshteyn AAML 60 230 0 25 May 2018