High-Dimensional Probability: An Introduction with Applications in Data Science

Roman Vershynin

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Lingua: inglese

Editore: Cambridge University Press, 2026

1009490648 / 9781009490641

Serie: Libro 61 di 64 - Cambridge Series in Statistical and Probabilistic Mathematics

Da: World of Books (was SecondSale), Montgomery, IL, U.S.A.World of Books (was SecondSale)

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Descrizione dell’articolo da parte del venditore

'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 inequality. The book also develops methods based on stochastic processes - Slepian's, Sudakov's, and Dudley's inequalities, generic chaining, and VC-based bounds. Applications include covariance estimation, clustering, networks, semidefinite programming, coding, dimension reduction, matrix completion, and machine learning. New to this edition are 200 additional exercises, alongside extra hints to assist with self-study. Material on analysis, probability, and linear algebra has been reworked and expanded to help bridge the gap from a typical undergraduate background to a second course in probability.…

Codice articolo CIN1009490648VG

Titolo
High-Dimensional Probability: An Introduction with Applications in Data Science
Autore
Roman Vershynin
Editore
Cambridge University Press
Anno di pubblicazione
2026
Condizione
Very Good
Rilegatura
Hardback
Lingua
inglese
ISBN 10
1009490648
ISBN 13
9781009490641
Edizione
seconda edizione
Serie
Libro 61 di 64: Cambridge Series in Statistical and Probabilistic Mathematics

World of Books (was SecondSale)

Montgomery, IL, U.S.A.

Venditore con 5 stelle

Venditore AbeBooks dal 20 dicembre 2007

Tariffe di spedizione nazionale per U.S.A.

ArticoloDa 4 a 12 giorni lavorativiDa 3 a 6 giorni lavorativi
Primo articoloEUR 0,00EUR 9,77
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Founded in 2002, World of Books is a leading online destination for buying and selling both preloved and new books, committed to making sustainable reading accessible to all. With a mission to help people read more and waste less, World of Books offers a huge range of affordable, high-quality books — giving both new and preloved titles a second life. The company also operates World of Books – Sell Your Books, an easy-to-use platform that allows customers to trade in unwanted books for cash, helping to keep books in circulation while promoting sustainability. As a Certified B Corp, World of Books is driven by a vision to become the world’s largest and most sustainable dedicated online bookstore. The company measures its success through the positive environmental impact it creates, the value it provides to customers, and its ability to operate profitably while supporting its sustainable mission …

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