concentration inequalities: a nonasymptotic theory of independence
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Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. He received his Ph.D. in statistics from Paris-Sud University under Jean Bretagnolle. Concentration inequalities : a non asymptotic theory of independence. It is really simplified but unexpected situations from the 50 ⦠Concentration inequalities: A nonasymptotic theory of independence (Boucheron, Lugosi, and Massart; good general survey that contains discussion of Poincaré inequalities) Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope (Eric Wong and Zico Kolter) G. Wood, The Buddha: Buddhist Civilization in India and Ceylon (Pelican)|Trevor Ling Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. She had seen the things Madison had done to their son, Thad, and couldn't Concentration Inequalities: A Nonasymptotic Theory of Independence (Hardback) Kindle ^ V4QCS5GW53 Concentration Inequalities: A Nonasymptotic Theory of Independence (Hardback) By Stephane Boucheron, Gabor Lugosi, Pascal Massart Oxford University Press, United Kingdom, 2013. Amazoné éååãªãConcentration Inequalities: A Nonasymptotic Theory of Independenceãé常é éç¡æãæ´ã«Amazonãªããã¤ã³ãéå æ¬ã夿°ãBoucheron, Stephane, Lugosi, Gabor, Massart, Pascal, Ledoux, Michelä½åã»ãããæ¥ã便対象ååã¯å½æ¥ãå±ããå¯è½ã 页 ç . Errata for \Concentration inequalities: a nonasymptotic theory of independence" by St ephane Boucheron, G abor Lugosi, and Pascal Massart Oxford University Press, 2013 November 17, 2015 page 7, l. 15. replace \to the sub-Gaussian tail bound" by \the sub-Gaussian tail bound". Concentration Inequalities: A Nonasymptotic Theory of Independence by Boucheron, Stephane at AbeBooks.co.uk - ISBN 10: 019876765X - ISBN 13: 9780198767657 - Oxford University Press - 2016 - ⦠- France) StructId : 245281. Hardback. A nonasymptotic theory of independence St\u0013ephane Boucheron Paris 7 G\u0013abor Lugosi ICREA and Universitat Pompeu Fabra Pascal Massart Orsay CLARENDON PRESS. OXFORD 2012 PREFACE Edition: 1st ed. Find helpful customer reviews and review ratings for Concentration Inequalities: A Nonasymptotic Theory of Independence at Amazon.com. A nonasymptotic theory of independence. This book offers a host of inequalities to quantify this statement. Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Under the conditions of the previous theorem, for any >0, (1 n Xn i=1 Xi> exp n 2 2(Ë2 + =3) Bernsteinâs inequality points out an interesting phenomenon: if Ë2 < , then the upper bound behaves like e n instead of the e n 2 guaranteed by Hoe dingâs inequality. Book Condition: New. Describes the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation arguments to information theory. Applications to the study of empirical processes, random projections, random matrix theory, and threshold phenomena are ⦠With Lucien Birgé he worked on model selection.. 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Concentration inequalities for sequential dynamical systems of the unit interval - Volume 36 Issue 8 Skip to main content Accessibility help We use cookies to distinguish you from other users and to provide you with a better experience on our websites. Buy Concentration Inequalities: A Nonasymptotic Theory of Independence by Boucheron, Stephane, Lugosi, Gabor, Massart, Pascal (ISBN: 9780198767657) from Amazon's Book Store. Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Frete GRÁTIS em milhares de produtos com o Amazon Prime. 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Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and ⦠Click here for the ⦠Category: Inequalities (Mathematics) Page: 480. Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Concentration inequalities for sums and martingales, by Bercu, Delyon and Rio Concentration inequalities: a nonasymptotic theory of independence, by Boucheron, Lugosi and Massart Two relevant papers are: Exponential line crossing inequalities and Uniform, nonparametric, nonasymptotic confidence sequences. Oxford University Press. Concentration inequalities ⦠238 x 158 mm. Concentration inequalities A nonasymptotic theory of independence St ephane Boucheron Paris 7 G abor Lugosi ICREA and Universitat Pompeu Fabra Pascal Massart Orsay CLARENDON PRESS. Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal. Concentration Inequalities: A Nonasymptotic Theory of Independence. Concentration inequalities : a nonasymptotic theory of independence / Stéphane Boucheron, Gabor Lugosi, Pascal Massart; [préface de Michel Ledoux] Publié : Oxford : Oxford university press, impr. Lisez « Concentration Inequalities A Nonasymptotic Theory of Independence » de Pascal Massart disponible chez Rakuten Kobo. Concentration Inequalities: A Nonasymptotic Theory of Independence (Hardback) ~ Book // 6SBJ6EBMYH Concentration Inequalities: A Nonasymptotic Theory of Independence (Hardback) By Stephane Boucheron, Gabor Lugosi, Pascal Massart Oxford University Press, United Kingdom, 2013. Read Now » An accessible account of the rich theory surrounding concentration inequalities in probability theory, with applications from machine learning and statistics to high-dimensional geometry. Add to Wishlist . 238 x 158 mm. Lee "Concentration Inequalities A Nonasymptotic Theory of Independence" por Pascal Massart disponible en Rakuten Kobo. Publisher: Oxford University Press. Hardback. 496. å¼ æ¬. ISBN. Brand New Book. AbeBooks.com: Concentration Inequalities: A Nonasymptotic Theory of Independence (9780198767657) by Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal and a great selection of similar New, Used and Collectible Books available now at great prices. 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