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Estimation and Testing Under Sparsity

- Ecole d'Ete de Probabilites de Saint-Flour XLV - 2015

Om Estimation and Testing Under Sparsity

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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  • Språk:
  • Engelska
  • ISBN:
  • 9783319327730
  • Format:
  • Häftad
  • Sidor:
  • 274
  • Utgiven:
  • 29 Juni 2016
  • Utgåva:
  • 12016
  • Mått:
  • 234x154x21 mm.
  • Vikt:
  • 436 g.
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Leveranstid: 2-4 veckor
Förväntad leverans: 26 Juli 2024

Beskrivning av Estimation and Testing Under Sparsity

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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