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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.
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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.
schovat popis
- Nakladatel: Springer International Publishing AG
- Kód:
- Rok vydání: 2016
- Jazyk: Angličtina
- Vazba: Brožovaná
- Počet stran: 274
- Šířka balení: 15.4 cm
- Výška balení: 23.4 cm
- Hloubka balení: 2.1 cm
- Váha balení: 446 g
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