conftrace_

randomized classifier

6 papers

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Co-occurring keywords

fairness constraint (125) zero-sum game (190) adversarial noise (36) conditional value at risk (50) mixed nash equilibrium (7) empirical error (7) equal opportunity (13) pgd attack (5) fairness constrained learning (1) tail performance (1)

Papers

On the Vulnerability of Fairness Constrained Learning to Malicious Noise AISTATS 2024
Mixed Nash Equilibria in the Adversarial Examples Game ICML 2021
Boosted CVaR Classification NIPS 2021
Randomization matters How to defend against strong adversarial attacks ICML 2020
A Reductions Approach to Fair Classification ICML 2018
Risk Bounds for Randomized Sample Compressed Classifiers NIPS 2008