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Concentration inequalities : a nonasymptotic theory of independence /

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An accessible account of the rich theory surrounding concentration inequalities in probability theory, with applications from machine learning and statistics to high-dimensional geometry. This book introduces key ideas and presents a detailed summary of the state-of-the-art in the area making it ide...

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Bibliographic Details
Main Authors: Boucheron, Stéphane (Author), Lugosi, Gábor (Author), Massart, Pascal (Author)
Format: eBook
Language:English
Published: Oxford : Oxford University Press, 2013.
Subjects:
Probabilities.
Inequalities (Mathematics)
Probabilités.
Inégalités (Mathématiques)
probability.
MATHEMATICS > Probability & Statistics > General.
Probabilities
Electronic books.
Electronic book.
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Call Number: QA273
 
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