Articoli correlati a High-Dimensional Probability: An Introduction with...

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

Libro 36 di 46: Cambridge Series in Statistical and Probabilistic Mathematics

Vershynin, Roman

 
9781108415194: High-Dimensional Probability: An Introduction with Applications in Data Science
Rilegato
ISBN 10: 1108415199 ISBN 13: 9781108415194
Casa editrice: Cambridge University Press, 2018

Sinossi

An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.

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Informazioni sull'autore

Roman Vershynin is Professor of Mathematics at the University of California, Irvine. He studies random geometric structures across mathematics and data sciences, in particular in random matrix theory, geometric functional analysis, convex and discrete geometry, geometric combinatorics, high-dimensional statistics, information theory, machine learning, signal processing, and numerical analysis. His honors include an Alfred Sloan Research Fellowship in 2005, an invited talk at the International Congress of Mathematicians in Hyderabad in 2010, and a Bessel Research Award from the Humboldt Foundation in 2013. His 'Introduction to the Non-Asymptotic Analysis of Random Matrices' has become a popular educational resource for many new researchers in probability and data science.

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Editore
Cambridge University Press
Data di pubblicazione
2018
Lingua
Inglese
ISBN 10 
1108415199
ISBN 13 
9781108415194
Rilegatura
Copertina rigida
Numero di pagine
300
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

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