Density Ratio Estimation in Machine Learning

Density Ratio Estimation in Machine Learning
Author :
Publisher : Cambridge University Press
Total Pages : 343
Release :
ISBN-10 : 9780521190176
ISBN-13 : 0521190177
Rating : 4/5 (177 Downloads)

Book Synopsis Density Ratio Estimation in Machine Learning by : Masashi Sugiyama

Download or read book Density Ratio Estimation in Machine Learning written by Masashi Sugiyama and published by Cambridge University Press. This book was released on 2012-02-20 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces theories, methods and applications of density ratio estimation, a newly emerging paradigm in the machine learning community.


Density Ratio Estimation in Machine Learning Related Books

Density Ratio Estimation in Machine Learning
Language: en
Pages: 343
Authors: Masashi Sugiyama
Categories: Computers
Type: BOOK - Published: 2012-02-20 - Publisher: Cambridge University Press

GET EBOOK

This book introduces theories, methods and applications of density ratio estimation, a newly emerging paradigm in the machine learning community.
Introduction to Statistical Machine Learning
Language: en
Pages: 535
Authors: Masashi Sugiyama
Categories: Mathematics
Type: BOOK - Published: 2015-10-31 - Publisher: Morgan Kaufmann

GET EBOOK

Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined
Machine Learning in Non-Stationary Environments
Language: en
Pages: 279
Authors: Masashi Sugiyama
Categories: Computers
Type: BOOK - Published: 2012-03-30 - Publisher: MIT Press

GET EBOOK

Theory, algorithms, and applications of machine learning techniques to overcome “covariate shift” non-stationarity. As the power of computing has grown over
Machine Learning
Language: en
Pages: 415
Authors: Peter Flach
Categories: Computers
Type: BOOK - Published: 2012-09-20 - Publisher: Cambridge University Press

GET EBOOK

Covering all the main approaches in state-of-the-art machine learning research, this will set a new standard as an introductory textbook.
Machine Learning and Data Mining in Pattern Recognition
Language: en
Pages: 927
Authors: Petra Perner
Categories: Computers
Type: BOOK - Published: 2007-07-16 - Publisher: Springer Science & Business Media

GET EBOOK

Ever wondered what the state of the art is in machine learning and data mining? Well, now you can find out. This book constitutes the refereed proceedings of th