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

Manylion Llyfryddiaeth
Prif Awduron: Mukherjee, Sayan, Niyogi, Partha, Poggio, Tomaso, Rifkin, Ryan
Iaith:en_US
Cyhoeddwyd: 2004
Pynciau:
AI
Theory of Learning
Great Discoveries
Consistency
ERM
Stability
Mynediad Ar-lein:http://hdl.handle.net/1721.3/5507

Rhyngrwyd

http://hdl.handle.net/1721.3/5507

Eitemau Tebyg