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plug-in classifier

6 papers

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Co-occurring keywords · papers mentioning both

neyman-pearson classification (2) class imbalance (2) statistical consistency (2) asymmetric error (1) threshold optimization (1) non-decomposable performance measure (1) weighted loss (1) constrained classification (1) population optimal classifier (1) plug-in classification (1)

Papers

Class-Weighted Classification: Trade-offs and Robust Approaches ICML 2020 Consistent Plug-in Classifiers for Complex Objectives and Constraints NeurIPS 2020 Neyman-Pearson Classification under High-Dimensional Settings JMLR 2016 Consistent Multilabel Classification NeurIPS 2015 On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures NeurIPS 2014 A Plug-in Approach to Neyman-Pearson Classification JMLR 2013