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Title: Neural Network Learning: Theoretical Foundations by Martin Anthony, Peter L. Bartlett ISBN: 0-521-57353-X Publisher: Cambridge University Press Pub. Date: 15 January, 1999 Format: Hardcover Volumes: 1 List Price(USD): $75.00 |
Average Customer Rating: 5 (1 review)
Rating: 5
Summary: Amazing! Awesome! Staggering!
Comment: A stonking blockbuster of a book, filled with raw power and suspense! From the heart stopping narrative on the on the Need for Conditions on the Activation Functions, to the torrid account of Classes of Finite Pseudo-dimension, this is truly the most exhilarating and disturbing description yet of the mathematical foundations of machine learning. I eagerly await the sequel.
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Title: An Introduction to Computational Learning Theory by Michael J. Kearns, Umesh V. Vazirani ISBN: 0262111934 Publisher: MIT Press Pub. Date: 15 August, 1994 List Price(USD): $45.00 |
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Title: An Introduction to Support Vector Machines and Other Kernel-based Learning Methods by Nello Cristianini, John Shawe-Taylor ISBN: 0521780195 Publisher: Cambridge University Press Pub. Date: 23 March, 2000 List Price(USD): $53.00 |
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Title: Learning in Graphical Models (Adaptive Computation and Machine Learning) by Michael I. Jordan ISBN: 0262600323 Publisher: MIT Press Pub. Date: 27 November, 1998 List Price(USD): $70.00 |
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Title: Statistical Learning Theory by Vladimir N. Vapnik ISBN: 0471030031 Publisher: Wiley-Interscience Pub. Date: 16 September, 1998 List Price(USD): $115.00 |
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Title: Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning) by Bernhard Schölkopf, Alexander J. Smola ISBN: 0262194759 Publisher: MIT Press Pub. Date: 15 December, 2001 List Price(USD): $65.00 |
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