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Machine Learning: A Bayesian and Optimization Perspective
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Machine Learning: A Bayesian and Optimization Perspective Hardback - 2015

by Sergios Theodoridis

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Reader reviews for Machine Learning: A Bayesian and Optimization Perspective

From the publisher

This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques - together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models.The book presents the major machine learning methods as they have been developed in different disciplines, such as statistics, statistical and adaptive signal processing and computer science. Focusing on the physical reasoning behind the mathematics, all the various methods and techniques are explained in depth, supported by examples and problems, giving an invaluable resource to the student and researcher for understanding and applying machine learning concepts.

The book builds carefully from the basic classical methods to the most recent trends, with chapters written to be as self-contained as possible, making the text suitable for different courses: pattern recognition, statistical/adaptive signal processing, statistical/Bayesian learning, as well as short courses on sparse modeling, deep learning, and probabilistic graphical models.

Details

  • Title Machine Learning: A Bayesian and Optimization Perspective
  • Author Sergios Theodoridis
  • Binding Hardback
  • Pages 1062
  • Volumes 1
  • Language ENG
  • Publisher Academic Press
  • Publication date 2015-04
  • Illustrated Yes
  • ISBN 9780128015223 / 0128015225
  • Weight 5.05 lbs (2.29 kg)
  • Dimensions 9.25 x 7.5 x 2 in (23.50 x 19.05 x 5.08 cm)
  • Category Technology & Industrial Arts
  • Library of Congress subjects Bayesian statistical decision theory, Mathematical optimization
  • Dewey Decimal Code 006.31

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Machine Learning : A Bayesian and Optimization Perspective
Stock photo: cover may vary

Machine Learning : A Bayesian and Optimization Perspective

by Theodoridis, Sergios

  • Used
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ISBN 10 / ISBN 13
9780128015223 / 0128015225
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Elsevier Science & Technology. Used - Good. Pages intact with minimal writing/highlighting. The binding may be loose and creased. Dust jackets/supplements are not included. Stock photo provided. Product includes identifying sticker. Better World Books: Buy Books. Do Good.
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A$37.05
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Machine Learning: A Bayesian and Optimization Perspective
Stock photo: cover may vary

Machine Learning: A Bayesian and Optimization Perspective

by Theodoridis, Sergios

  • Used
  • Hardback
  • first
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Used
Edition
1
Binding
Hardcover
ISBN 10 / ISBN 13
9780128015223 / 0128015225
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Academic Press, 2015-04-10. 1. hardcover. Used: Good. 7.75x2.00x9.50. Buy with confidence. Excellent Customer Service & Return policy.
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A$103.91
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Machine Learning: A Bayesian and Optimization Perspective
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Machine Learning: A Bayesian and Optimization Perspective

by Theodoridis, Sergios

  • New
  • Hardback
Condition
New
Binding
Hardcover
ISBN 10 / ISBN 13
9780128015223 / 0128015225
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Description:
Academic Pr, 2015. Hardcover. New. 1st edition. 1062 pages. 9.50x7.75x2.00 inches.
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Item price
A$447.38
A$29.18 Delivery to USA
Machine Learning: A Bayesian and Optimization Perspective
Stock photo: cover may vary

Machine Learning: A Bayesian and Optimization Perspective

by Theodoridis, Sergios

  • New
  • Hardback
  • first
Condition
New
Edition
1
Binding
Hardcover
ISBN 10 / ISBN 13
9780128015223 / 0128015225
Quantity available
6
Seller
Item price
A$403.38
A$21.68 Delivery to USA

Show details

Description:
Academic Press, 2015-04-10. 1. hardcover. New. 7.75x2.00x9.50. Buy with confidence. Excellent Customer Service & Return policy.
Add to wish list
Item price
A$403.38
A$21.68 Delivery to USA