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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| Main Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Oxford :
Oxford University Press,
2013.
|
| Subjects: | |
| Online Access: | DE-862 DE-863 |
| Summary: | 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. |
| Physical Description: | 1 online resource (480 pages) : illustrations |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9780199535255 0199535256 9781299160057 1299160050 9780191655500 0191655503 0191747106 9780191747106 |
Staff View
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| author | Boucheron, Stéphane Lugosi, Gábor Massart, Pascal |
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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 |
| 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 |
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