Item description for Learning Theory: 20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings (Lecture Notes in Computer Science) by Nader Bshouty...
This book constitutes the refereed proceedings of the 20th Annual Conference on Learning Theory, COLT 2007, held in San Diego, CA, USA in June 2007.
The 41 revised full papers presented together with 5 articles on open problems and 2 invited lectures were carefully reviewed and selected from a total of 92 submissions. The papers cover a wide range of topics and are organized in topical sections on unsupervised, semisupervised and active learning, statistical learning theory, inductive inference, regularized learning, kernel methods, SVM, online and reinforcement learning, learning algorithms and limitations on learning, dimensionality reduction, other approaches, and open problems.
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Est. Packaging Dimensions: Length: 9.1" Width: 6.1" Height: 0.8" Weight: 2.3 lbs.
Release Date Jul 11, 2007
ISBN 3540729259 ISBN13 9783540729259
Availability 92 units. Availability accurate as of May 26, 2017 09:13.
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