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High-dimensional probability : an in...

Vershynin, Roman (1974-)

High-dimensional probability : an introduction with applications in data science

紀錄類型:	書目-語言資料,印刷品 : 單行本
副題名:	an introduction with applications in data science
作者:	VershyninRoman, 1974-
出版地:	Cambridge, UK
出版者:	Cambridge University Press;
出版年:	c2018.
面頁冊數:	xiv, 284 p.ill. : 27 cm.;
集叢名:	Cambridge series in statistical and probabilistic mathematics47
標題:	Stochastic processes. -
標題:	Random variables. -
標題:	Probabilities. -
ISBN:	9781108415194
內容註:	Preliminaries on random variables Concentration of sums of independent random variables Random vectors in high dimensions Random matrices Concentration without independence Quadratic forms, symmetrization and contraction Random processes Chaining Deviations of random matrices and geometric consequences Sparse recovery Dvoretzky-Milman's theorem.

High-dimensional probability : an introduction with applications in data science
Vershynin, Roman

High-dimensional probability : an introduction with applications in data science / Roman Vershynin. - Cambridge, UK : Cambridge University Press, c2018.. - xiv, 284 p. ; ill. ; 27 cm.. - (Cambridge series in statistical and probabilistic mathematics ; 47).
Preliminaries on random variables.
Includes bibliographical references and index..
ISBN 9781108415194ISBN 1108415199
Stochastic processes.Random variables.Probabilities.

High-dimensional probability : an introduction with applications in data science
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