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Concentration inequalities and model selection : Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003

저자: Pascal Massart; Jean Picard
출판사: Berlin [u.a.] : Springer, 2007.
시리즈: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
판/형식:   Print book : 영어모든 판과 형식 보기
데이터베이스:WorldCat
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Since the works of Talagrand, concentration inequalities have been recognized as fundamental tools in domains such as geometry of Banach spaces or random combinatorics. This work focuses on  더 읽기…

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자료 유형: 인터넷 자료
문서 형식: 책, 인터넷 자원
모든 저자 / 참여자: Pascal Massart; Jean Picard
ISBN: 3540484973 9783540484974
OCLC 번호: 255827828
메모: Literaturverz. S. [319] - 324.
설명: XIV, 337 S. ; 24 cm.
내용: Exponential and Information Inequalities.- Gaussian Processes.- Gaussian Model Selection.- Concentration Inequalities.- Maximal Inequalities.- Density Estimation via Model Selection.- Statistical Learning.
일련 제목: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
책임: Pascal Massart. Ed.: Jean Picard.
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