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zero-one loss

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time complexity (1) classification error (1) conditional distribution (1) 0-1 loss (1) probabilistic model (1) generalization bound (1) hinge loss (1) exchangeable sequence (1) random forest (1) fisher consistency (1)

Papers

Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses AISTATS 2025 Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss NeurIPS 2018 Adversarial Multiclass Classification: A Risk Minimization Perspective NeurIPS 2016 On the Optimality of Multi-Label Classification under Subset Zero-One Loss for Distributions Satisfying the Composition Property ICML 2015 Exchangeable Variable Models ICML 2014 Algorithms for Direct 0–1 Loss Optimization in Binary Classification ICML 2013 Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs NeurIPS 2012