conftrace_

classification consistency

5 papers

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Co-occurring keywords

statistical learning theory (82) statistical learning (351) statistical performance guarantees (1) statistical estimation (108) convex loss (37) quadratic programming (83) concentration inequality (81) consistent estimation (10) support vector machine (978) greedy algorithm (242)

Papers

On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NIPS 2022
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising COLT 2013
Performance analysis for L\_2 kernel classification NIPS 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