High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications - Wright, John (Columbia University, New York) - Books - Cambridge University Press - 9781108489737 - January 13, 2022
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High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications New edition

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A systematic introduction to the theory, algorithms, and applications of key mathematical models for data science. Covering applications including imaging, communication, and face recognition, with online code, it is ideal for senior/graduate students in computer science, data science, and electrical engineering. With foreword by Emmanuel Candès.


650 pages, Worked examples or Exercises

Media Books     Hardcover Book   (Book with hard spine and cover)
Released January 13, 2022
ISBN13 9781108489737
Publishers Cambridge University Press
Pages 716
Dimensions 251 × 177 × 39 mm   ·   1.50 kg
Language English  

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