Estimation and Testing Under Sparsity: Ecole d'Ete de Probabilites de Saint-Flour XLV – 2015 - Lecture Notes in Mathematics - Sara Van De Geer - Books - Springer International Publishing AG - 9783319327730 - June 29, 2016
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Sara Van De Geer
Estimation and Testing Under Sparsity: Ecole d'Ete de Probabilites de Saint-Flour XLV – 2015 - Lecture Notes in Mathematics 1st ed. 2016 edition

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Taking the Lasso method as its starting point, this book describes the main ingredients needed to study general loss functions and sparsity-inducing regularizers. Examples include the Lasso and group Lasso methods, and the least squares method with other norm-penalties, such as the nuclear norm.

287 pages, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released June 29, 2016
ISBN13 9783319327730
Publishers Springer International Publishing AG
Pages 274
Dimensions 154 × 234 × 21 mm   ·   436 g
Language French  

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