Algebraic Geometry and Statistical Learning Theory

Released on by Sumio Watanabe
preview-18

  • Algebraic Geometry and Statistical Learning Theory Book Detail

  • Author : Sumio Watanabe
  • Release Date : 2009-08-13
  • Publisher : Cambridge University Press
  • Genre : Computers
  • Pages : 295
  • ISBN 13 : 0521864674
  • File Size : 54,54 MB
DOWNLOAD BOOK

Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe PDF Summary

Book Description: Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are major examples. The theory achieved here underpins accurate estimation techniques in the presence of singularities.

Disclaimer: www.yourbookbest.com does not own Algebraic Geometry and Statistical Learning Theory books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

The Nature of Statistical Learning Theory

The Nature of Statistical Learning Theory

File Size : 50,50 MB
Total View : 3853 Views
DOWNLOAD

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

Lectures on Algebraic Statistics

Lectures on Algebraic Statistics

File Size : 15,15 MB
Total View : 623 Views
DOWNLOAD

How does an algebraic geometer studying secant varieties further the understanding of hypothesis tests in statistics? Why would a statistician working on factor

Differential Geometry and Statistics

Differential Geometry and Statistics

File Size : 90,90 MB
Total View : 1730 Views
DOWNLOAD

Several years ago our statistical friends and relations introduced us to the work of Amari and Barndorff-Nielsen on applications of differential geometry to sta