Statistical Learning: Stability is Sufficient for Generalization and Necessary and Sufficient for Consistency of Empirical Risk Minimization

Statistical Learning: Stability is Sufficient for Generalization and Necessary and Sufficient for Consistency of Empirical Risk Minimization

revised July 2003

Bibliographic Details
Main Authors: Mukherjee, Sayan, Niyogi, Partha, Poggio, Tomaso, Rifkin, Ryan
Language:en_US
Published: 2004
Subjects:
AI
Theory of Learning
Great Discoveries
Consistency
ERM
Stability
Online Access:http://hdl.handle.net/1721.3/5507
Description
Summary:revised July 2003

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