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0-1 loss

8 papers

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Also known as

0-1 LOSS

Co-occurring keywords

surrogate loss (94) binary classification (678) performance guarantee (19) minimax risk classifier (3) coordinate descent (147) adversarial robustness (1341) 0-1 loss minimization (1) noise robustness (173) linear classifier (120) generalization bound (652)

Papers

Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker NIPS 2023
Minimax Risk Classifiers with 0-1 Loss JMLR 2023
Embedding Dimension of Polyhedral Losses COLT 2020
Minimax Classification with 0-1 Loss and Performance Guarantees NIPS 2020
Calibrated Surrogate Losses for Adversarially Robust Classification COLT 2020
Attribute Noise Robust Binary Classification (Student Abstract) AAAI 2020
Algorithms for Direct 0–1 Loss Optimization in Binary Classification ICML 2013
Direct 0-1 Loss Minimization and Margin Maximization with Boosting NIPS 2013