Search results for ‘Julien Mairal,Francis Bach,Jean Ponce’

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      Cover image for Sparse Modeling for Image and Vision Processing
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      Sparse Modeling for Image and Vision Processing

      Julien Mairal,Francis Bach,Jean Ponce

      Provides the reader with a self-contained view of sparse modeling for visual recognition and image processing. More specifically, the work focuses on applications where the dictionary is learned and adapted…

      $275.99

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      Cover image for Optimization with Sparsity-Inducing Penalties
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      Optimization with Sparsity-Inducing Penalties

      Francis Bach,Rodolph Jenatton,Julien Mairal,Guillaume Obozinski

      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…

      $221.99

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      Cover image for Optimization for Machine Learning
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      Optimization for Machine Learning

      An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.

      $181.99

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