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conftrace_

convex risk minimization

6 papers

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Also known as

CRM

Co-occurring keywords · papers mentioning both

divergence functionals (1) kernel-based estimation (1) nonparametric estimation (1) algorithmic stability (1) multi-class classification (1) reject option (1) f-divergence (1) conditional probability (1) kernel logistic regression (1) set prediction (1)

Papers

Machine Unlearning via Algorithmic Stability COLT 2021 Confidence Sets with Expected Sizes for Multiclass Classification JMLR 2017 Convex Risk Minimization and Conditional Probability Estimation COLT 2015 Classification Methods with Reject Option Based on Convex Risk Minimization JMLR 2010 Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NeurIPS 2007 On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition JMLR 2004