High-Dimensional Probability (English, Roman Vershynin)
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Book Details
Publisher
Cambridge University Press
Language
English
ISBN-13
9781009490641
ISBN-10
1009490648
Author
Roman Vershynin
About the Book
'High-Dimensional Probability, ' winner of the 2019 PROSE Award in Mathematics, offers an accessible and friendly introduction to key probabilistic methods for mathematical data scientists. Streamlined and updated, this second edition integrates theory, core tools, and modern applications. Concentration inequalities are central, including classical results like Hoeffding's and Chernoff's inequalities, and modern ones like the matrix Bernstein ine…
ISBN: 9781009490641
ISBN-13: 9781009490641
ISBN-10: 1009490648
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Product ID: isbn-9781009490641
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