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Books Books 31 - 40 of about 43 related to The Nature of Statistical Learning Theory.   

Neural Networks: A Comprehensive Foundation

Simon S. Haykin - Computers - 1999 - 842 pages
Introduction; Learning processes; Single layer perceptrons; Multilayer perceptrons; Radial-basis function networks; Support vector machines; Comittee machines; Principal ...
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Advanced Lectures on Machine Learning: Machine Learning Summer School 2002 ...

Shahar Mendelson, Alexander J. Smola - Computers - 2003 - 266 pages
Machine Learning has become a key enabling technology for many engineering applications and theoretical problems alike. To further discussions and to dis- minate new results, a ...
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Empirical Processes in M-Estimation

Sara A. Geer - Mathematics - 2000 - 286 pages
Advanced text; estimation methods in statistics, e.g. least squares; lots of examples; minimal abstraction.
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Dealing with Complexity: A Neural Networks Approach

Mirek Karny, Kevin Warwick, Vera Kurkova - Computers - 2012 - 308 pages
In almost all areas of science and engineering, the use of computers and microcomputers has, in recent years, transformed entire subject areas. What was not even considered ...
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Numerical Methods for Inverse Problems

Michel Kern - Mathematics - 2016 - 215 pages
This book studies methods to concretely address inverse problems. An inverse problem arises when the causes that produced a given effect must be determined or when one seeks to ...
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A Distribution-Free Theory of Nonparametric Regression

László Györfi, Michael Kohler, Adam Krzyzak, Harro Walk - Mathematics - 2006 - 650 pages
This book provides a systematic in-depth analysis of nonparametric regression with random design. It covers almost all known estimates. The emphasis is on distribution-free ...
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