conftrace_

convex risk minimization

6 papers

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Also known as

CRM

Co-occurring keywords

divergence functionals (1) kernel-based estimation (1) nonparametric estimation (98) algorithmic stability (82) reject option (18) f-divergence (1) conditional probability (43) kernel logistic regression (4) set prediction (45) surrogate loss (94)

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 NIPS 2007
On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition JMLR 2004