Calibrated Surrogate Losses for Adversarially Robust Classification

Calibrated Surrogate Losses for Adversarially Robust Classification

28 May 2020

Clayton Scott

Masashi Sugiyama

Papers citing "Calibrated Surrogate Losses for Adversarially Robust Classification"

10 / 10 papers shown

Title
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria Tengyuan Liang 18 1 0 05 Dec 2022
Learning Sample Reweighting for Accuracy and Adversarial Robustness Chester Holtz Tsui-Wei Weng Gal Mishne OOD 24 4 0 20 Oct 2022
The Consistency of Adversarial Training for Binary Classification Natalie Frank Jonathan Niles-Weed AAML 33 5 0 18 Jun 2022
On the Existence of the Adversarial Bayes Classifier (Extended Version) Pranjal Awasthi Natalie Frank M. Mohri 21 24 0 03 Dec 2021
Mixed Nash Equilibria in the Adversarial Examples Game Laurent Meunier M. Scetbon Rafael Pinot Jamal Atif Y. Chevaleyre AAML 15 29 0 13 Feb 2021
Relative Deviation Margin Bounds Corinna Cortes M. Mohri A. Suresh 12 14 0 26 Jun 2020
Adversarial examples from computational constraints Sébastien Bubeck Eric Price Ilya P. Razenshteyn AAML 62 230 0 25 May 2018
Multiclass Classification Calibration Functions Bernardo Avila-Pires Csaba Szepesvári 67 27 0 20 Sep 2016
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi-Hua Zhou 61 123 0 03 Aug 2012
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009