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classification consistency

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Co-occurring keywords · papers mentioning both

statistical learning theory (2) statistical learning (2) statistical performance guarantees (1) statistical estimation (1) convex loss (1) kernel density estimation (1) quadratic programming (1) concentration inequality (1) consistent estimation (1) support vector machine (1)

Papers

On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NeurIPS 2022 Classification with Asymmetric Label Noise: Consistency and Maximal Denoising COLT 2013 Performance analysis for L\_2 kernel classification NeurIPS 2008 Consistency of Multiclass Empirical Risk Minimization Methods Based on Convex Loss JMLR 2006 Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity JMLR 2003