Convex Risk Minimization and Conditional Probability Estimation

Matus Telgarsky, Miroslav Dudík

Abstract: This paper proves, in very general settings, that convex risk minimization is a procedure to select a unique conditional probability model determined by the classification problem. Unlike most prev...