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High-Dimensional Probability

High-Dimensional Probability - Hardcover

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High-Dimensional Probability

High-Dimensional Probability

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Availability:In StockContributor:Roman VershyninSeries:Cambridge Statistical and Probabilistic MathematicsPublish date:2/19/2026Pages:346
Language:EnglishPublisher:Cambridge University PressISBN-13:9781009490641ISBN-10:1009490648UPC:9781009490641Book Category:MathematicsBook Subcategory:Probability & StatisticsSize:10.00 x 7.00 x 0.81 inchesWeight:1.8012Product ID:SCD6WWHH19

High-Dimensional Probability

'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...
Series: Cambridge Statistical and Probabilistic Mathematics
Language:EnglishPublisher:Cambridge University PressISBN-13:9781009490641ISBN-10:1009490648UPC:9781009490641Book Category:MathematicsBook Subcategory:Probability & StatisticsSize:10.00 x 7.00 x 0.81 inchesWeight:1.8012Product ID:SCD6WWHH19
Vershynin, Roman: - Roman Vershynin is Professor of Mathematics at the University of California, Irvine. He is an expert on randomness in mathematics and data science, especially in high-dimensional probability, statistics, and machine learning. His influential work has earned numerous honors including an invited ICM lecture, the Bessel Research Award, the IMS Medallion Award, and the 2019 PROSE...
Publisher: Cambridge University Press

Edition

2nd Edition

Contributor(s)

Roman Vershynin

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