Learning theory, stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization

Learning theory, stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization

Journal Article

Abstract

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Details

PUBLISHED IN
Advances in Computational Mathematics, Vol 25, pp161-193
PUBLICATION DATE
07 máj. 2006
AUTHORS
S. Mukherjee, P. Niyogi, T. Poggio, R. Rifkin