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Bayesian Tensor Decomposition for Signal Processing and Machine Learning: Modeling, Tuning-Free Algorithms, and Applications book cover by Lei Cheng, Zhongtao Chen, Yik-Chung Wu
Hardcover

Bayesian Tensor Decomposition for Signal Processing and Machine Learning: Modeling, Tuning-Free Algorithms, and Applications

by Lei Cheng, Zhongtao Chen and Yik-Chung Wu

$123.19 / copy at 25+ copies As low as $120.39 at 100+Your best volume price

Total $3,079.75

Hardcover · 183 pages Springer International Publishing · 2023

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Hardcover
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About the book

Bayesian Tensor Decomposition for Signal Processing and Machine Learning

This book presents recent advances of Bayesian inference in structured tensor decompositions. It explains how Bayesian modeling and inference lead to tuning-free tensor decomposition algorithms, which achieve state-of-the-art performances in many applications, including

  • blind source separation;
  • social network mining;
  • image and video processing;
  • array signal processing; and,
  • wireless communications.

The book begins with an introduction to the general topics of tensors and Bayesian theories. It then discusses probabilistic models of various structured tensor decompositions and their inference algorithms, with applications tailored for each tensor decomposition presented in the corresponding chapters. The book concludes by looking to the future, and areas where this research can be further developed.

Bayesian Tensor Decomposition for Signal Processing and Machine Learning is suitable for postgraduates and researchers with interests in tensor data analytics and Bayesian methods.


The book, Bayesian Tensor Decomposition for Signal Processing and Machine Learning: Modeling, Tuning-Free Algorithms, and Applications [Bulk, Wholesale, Quantity] ISBN#9783031224379 in Hardcover by Lei Cheng, Zhongtao Chen, Yik-Chung Wu may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Authors
Lei Cheng, Zhongtao Chen, Yik-Chung Wu
Format
Hardcover
Published
Feb 17, 2023
ISBN-13
9783031224379
Pages
183
Printing
Printed on demand
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Bayesian Tensor Decomposition for Signal Processing and Machine Learning in bulk: pricing

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CopiesPrice per copyYou save
25 – 49 $123.19 12% off list
50 – 99 $121.79 13% off list
100+ $120.39 14% off list
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