Verfügbarkeit: Concentration inequalities :

Concentration inequalities :: a nonasymptotic theory of independence /

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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Bibliographische Detailangaben
Hauptverfasser:	Boucheron, Stéphane (VerfasserIn), Lugosi, Gábor (VerfasserIn), Massart, Pascal (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Oxford : Oxford University Press, 2013.
Schlagworte:	Probabilities. Inequalities (Mathematics) Probabilités. Inégalités (Mathématiques) probability. MATHEMATICS > Probability & Statistics > General. Probabilities
Online-Zugang:	Volltext
Zusammenfassung:	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 ideal for independent learning and as a reference.
Beschreibung:	1 online resource (480 pages) : illustrations
Bibliographie:	Includes bibliographical references.
ISBN:	9780199535255 0199535256 9781299160057 1299160050 9780191655500 0191655503 0191747106 9780191747106

Internformat

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spelling	Boucheron, Stéphane, author. http://id.loc.gov/authorities/names/no2013050784 Concentration inequalities : a nonasymptotic theory of independence / by Stephane Boucheron, Gabor Lugosi, Pascal Massart. Oxford : Oxford University Press, 2013. 1 online resource (480 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references. Print version record. 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 ideal for independent learning and as a reference. Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Inequalities (Mathematics) http://id.loc.gov/authorities/subjects/sh85065985 Probabilités. Inégalités (Mathématiques) probability. aat MATHEMATICS Probability & Statistics General. bisacsh Inequalities (Mathematics) fast Probabilities fast Lugosi, Gábor, author. http://id.loc.gov/authorities/names/n95097039 Massart, Pascal, author. has work: Concentration inequalities (Text) https://id.oclc.org/worldcat/entity/E39PCGFjjYjtxQcqWQdhJvCCwC https://id.oclc.org/worldcat/ontology/hasWork Print version: Boucheron, Stéphane. Concentration inequalities. First edition. Oxford, United Kingdom : Oxford University Press, 2013 9780199535255 (DLC) 2012277339 (OCoLC)837517674 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=536838 Volltext
spellingShingle	Boucheron, Stéphane Lugosi, Gábor Massart, Pascal Concentration inequalities : a nonasymptotic theory of independence / Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Inequalities (Mathematics) http://id.loc.gov/authorities/subjects/sh85065985 Probabilités. Inégalités (Mathématiques) probability. aat MATHEMATICS Probability & Statistics General. bisacsh Inequalities (Mathematics) fast Probabilities fast
subject_GND	http://id.loc.gov/authorities/subjects/sh85107090 http://id.loc.gov/authorities/subjects/sh85065985
title	Concentration inequalities : a nonasymptotic theory of independence /
title_auth	Concentration inequalities : a nonasymptotic theory of independence /
title_exact_search	Concentration inequalities : a nonasymptotic theory of independence /
title_full	Concentration inequalities : a nonasymptotic theory of independence / by Stephane Boucheron, Gabor Lugosi, Pascal Massart.
title_fullStr	Concentration inequalities : a nonasymptotic theory of independence / by Stephane Boucheron, Gabor Lugosi, Pascal Massart.
title_full_unstemmed	Concentration inequalities : a nonasymptotic theory of independence / by Stephane Boucheron, Gabor Lugosi, Pascal Massart.
title_short	Concentration inequalities :
title_sort	concentration inequalities a nonasymptotic theory of independence
title_sub	a nonasymptotic theory of independence /
topic	Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Inequalities (Mathematics) http://id.loc.gov/authorities/subjects/sh85065985 Probabilités. Inégalités (Mathématiques) probability. aat MATHEMATICS Probability & Statistics General. bisacsh Inequalities (Mathematics) fast Probabilities fast
topic_facet	Probabilities. Inequalities (Mathematics) Probabilités. Inégalités (Mathématiques) probability. MATHEMATICS Probability & Statistics General. Probabilities
url	https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=536838
work_keys_str_mv	AT boucheronstephane concentrationinequalitiesanonasymptotictheoryofindependence AT lugosigabor concentrationinequalitiesanonasymptotictheoryofindependence AT massartpascal concentrationinequalitiesanonasymptotictheoryofindependence

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