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

作者: Pascal Massart; Jean Picard
出版商: Berlin [u.a.] : Springer, 2007.
叢書: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
版本/格式:   Print book : 英語所有版本和格式的總覽
資料庫:WorldCat
提要:

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  再讀一些...

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資料類型: 網際網路資源
文件類型: 圖書, 網路資源
所有的作者/貢獻者: Pascal Massart; Jean Picard
ISBN: 3540484973 9783540484974
OCLC系統控制編碼: 255827828
注意: Literaturverz. S. [319] - 324.
描述: XIV, 337 S. ; 24 cm.
内容: Exponential and Information Inequalities.- Gaussian Processes.- Gaussian Model Selection.- Concentration Inequalities.- Maximal Inequalities.- Density Estimation via Model Selection.- Statistical Learning.
叢書名: Lecture notes in mathematics, Subseries: Ecole d'Eté des Probabilités de Saint-Flour., 1896.
責任: Pascal Massart. Ed.: Jean Picard.
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