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

Machine Learning: Discriminative and Generative

Tony Jebara - Computers - 2004 - 197 pages
Machine Learning is a powerful new field with many important practical applications. Thanks to the information age and flood of data, it has taken many domains by storm ...
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Modern Multivariate Statistical Techniques: Regression, Classification, and ...

Alan J. Izenman - Mathematics - 2009 - 758 pages
Describes the advances in computation and data storage that led to the introduction of many statistical tools for high-dimensional data analysis. Focusing on multivariate ...
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Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives

Jose C. Principe - Computers - 2010 - 462 pages
Information Theoretic Learning (ITL) is a framework where the conventional concepts of second order statistics (covariance, L2 distances, correlation functions) are substituted ...
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Prediction and Discovery: AMS-IMS-SIAM Joint Summer Research Conference ...

Joseph S. Verducci, Xiaotong Shen, John Lafferty - Mathematics - 2007 - 226 pages
These proceedings feature some of the latest important results about machine learning based on methods originated in Computer Science and Statistics. In addition to papers ...
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Invariant Representations and Learning for Computer Vision

Andrea Vedaldi - 2008 - 260 pages
Finally, the appendix discusses applications to the problem of structure from motion. We introduce KALMANSAC, a very robust filtering method for online structure from motion ...
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Neural Networks: A Comprehensive Foundation

Simon S. Haykin - Neural networks (Computer science). - 1994 - 696 pages
This book represents the most comprehensive treatment available of neural networks from an engineering perspective. Thorough, well-organized, and completely up to date, it ...
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Pattern Recognition with Support Vector Machines: First International ...

Seong-Whan Lee, Alessandro Verri - Computers - 2002 - 420 pages
Presents a collection of papers from the SVM 2002 workshop.
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