Optimization with Sparsity-Inducing Penalties

Optimization with Sparsity-Inducing Penalties
Author:
Francis Bach
Author:
Julien Mairal
ISBN:
9781601985101
ISBN10:
160198510X
Publisher:
Now Publishers Inc
Language:
English
Binding:
Paperback
Publication date:
2012-01-11
Illustrated:
No

Where to buy:


Bol.com
20 days (€ 0,00)
€ 89,50

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Presents optimization tools and techniques dedicated to such sparsity-inducing penalties from a general perspective. It covers proximal methods, block-coordinate descent, reweighted 2-penalized techniques, working-set and homotopy methods, as well as non-convex formulations and extensions.


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General information

Title:
Optimization with Sparsity-Inducing Penalties
ISBN:
9781601985101
ISBN-10:
160198510X
Author:
Francis Bach
Author:
Julien Mairal

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