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

著者: Pascal Massart; Jean Picard
出版: Berlin [u.a.] : Springer, 2007.
シリーズ: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
エディション/フォーマット:   book_printbook : Englishすべてのエディションとフォーマットを見る
データベース: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  続きを読む

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資料の種類: インターネット資料
ドキュメントの種類: 図書, インターネットリソース
すべての著者/寄与者: Pascal Massart; Jean Picard
ISBN: 3540484973 9783540484974
OCLC No.: 255827828
注記: Literaturverz. S. [319] - 324.
物理形態: XIV, 337 S. ; 24 cm.
コンテンツ: Exponential and Information Inequalities.- Gaussian Processes.- Gaussian Model Selection.- Concentration Inequalities.- Maximal Inequalities.- Density Estimation via Model Selection.- Statistical Learning.
シリーズタイトル: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
責任者: Pascal Massart. Ed.: Jean Picard.
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