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surrogate risk

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Co-occurring keywords · papers mentioning both

classification risk (1) weakly labeled data (1) learning with label proportion (1) adversarial consistency (1) margin loss (1) margin-based loss (1) surrogate loss function (1) proper loss (1) generalization bound (1) support vector machine (1)

Papers

The Adversarial Consistency of Surrogate Risks for Binary Classification NeurIPS 2023 beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data NeurIPS 2016 Bayes-Optimal Scorers for Bipartite Ranking COLT 2014 Boosting with the Logistic Loss is Consistent COLT 2013