High-probability minimax probability machines

Cousins, S; Shawe-Taylor, J

Cousins, S (reprint author), UCL, Dept Comp Sci, Gower St, London WC1E 6BT, England.

MACHINE LEARNING, 2017; 106 (6): 863

Abstract

In this paper we focus on constructing binary classifiers that are built on the premise of minimising an upper bound on their future misclassification......

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