Description
Slides
Slides for this lecture: PS,PDF.Suggested Reading
S. Mukherjee, P. Niyogi, T. Poggio and R. Rifkin. Statistical Learning: Stability is Sufficient for Generalization and Necessary and Sufficient for Consistency of Empirical Risk Minimization. AI/CBCL Memo, 2002 (revised 2003).