Information Theory and Statistical Learning

Released on by Frank Emmert-Streib
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  • Information Theory and Statistical Learning Book Detail

  • Author : Frank Emmert-Streib
  • Release Date : 2009
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 443
  • ISBN 13 : 0387848150
  • File Size : 96,96 MB
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Information Theory and Statistical Learning by Frank Emmert-Streib PDF Summary

Book Description: 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.

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The Nature of Statistical Learning Theory

The Nature of Statistical Learning Theory

File Size : 47,47 MB
Total View : 3550 Views
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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