Information Theory and Statistical Learning

Information Theory and Statistical Learning
Author :
Publisher : Springer Science & Business Media
Total Pages : 443
Release :
ISBN-10 : 9780387848150
ISBN-13 : 0387848150
Rating : 4/5 (150 Downloads)

Book Synopsis Information Theory and Statistical Learning by : Frank Emmert-Streib

Download or read book Information Theory and Statistical Learning written by Frank Emmert-Streib and published by Springer Science & Business Media. This book was released on 2009 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive overview of the many different methods that have been developed in numerous contexts.

Information Theory and Statistical Learning Related Books

Information Theory and Statistical Learning
Language: en
Pages: 443
Authors: Frank Emmert-Streib
Categories: Computers
Type: BOOK - Published: 2009 - Publisher: Springer Science & Business Media

GET EBOOK

This interdisciplinary text offers theoretical and practical results of information theoretic methods used in statistical learning. It presents a comprehensive
Information Theory, Inference and Learning Algorithms
Language: en
Pages: 694
Authors: David J. C. MacKay
Categories: Computers
Type: BOOK - Published: 2003-09-25 - Publisher: Cambridge University Press

GET EBOOK

Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, sign
The Nature of Statistical Learning Theory
Language: en
Pages: 324
Authors: Vladimir Vapnik
Categories: Mathematics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

GET EBOOK

The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a gene
Reliable Reasoning
Language: en
Pages: 119
Authors: Gilbert Harman
Categories: Psychology
Type: BOOK - Published: 2012-01-13 - Publisher: MIT Press

GET EBOOK

The implications for philosophy and cognitive science of developments in statistical learning theory. In Reliable Reasoning, Gilbert Harman and Sanjeev Kulkarni
Statistical Learning Theory and Stochastic Optimization
Language: en
Pages: 278
Authors: Olivier Catoni
Categories: Mathematics
Type: BOOK - Published: 2004-08-30 - Publisher: Springer

GET EBOOK

Statistical learning theory is aimed at analyzing complex data with necessarily approximate models. This book is intended for an audience with a graduate backgr