Optimization with Sparsity-Inducing Penalties - Foundations and Trends® in Machine Learning - Francis Bach - Books - now publishers Inc - 9781601985101 - January 4, 2012
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Optimization with Sparsity-Inducing Penalties - Foundations and Trends® in Machine Learning

Francis Bach

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Optimization with Sparsity-Inducing Penalties - Foundations and Trends® in Machine Learning

Presents optimization tools and techniques dedicated to sparsity-inducing penalties from a general perspective. The book covers proximal methods, block-coordinate descent, working-set and homotopy methods, and non-convex formulations and extensions, and provides a set of experiments to compare algorithms from a computational point of view.

124 pages

Media Books     Paperback Book   (Book with soft cover and glued back)
Released January 4, 2012
ISBN13 9781601985101
Publishers now publishers Inc
Pages 124
Dimensions 156 × 234 × 7 mm   ·   186 g
Language English  
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