By Dana Ron (auth.), Nader H. Bshouty, Claudio Gentile (eds.)
This e-book constitutes the refereed court cases of the twentieth Annual convention on studying concept, COLT 2007, held in San Diego, CA, united states in June 2007.
The forty-one revised complete papers provided including five articles on open difficulties and a couple of invited lectures have been rigorously reviewed and chosen from a complete of ninety two submissions. The papers conceal quite a lot of issues and are geared up in topical sections on unsupervised, semisupervised and lively studying, statistical studying thought, inductive inference, regularized studying, kernel tools, SVM, on-line and reinforcement studying, studying algorithms and obstacles on studying, dimensionality aid, different methods, and open problems.
Read or Download Learning Theory: 20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA; June 13-15, 2007. Proceedings PDF
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