Udvidet returret til d. 31. januar 2025

Bøger af Francis Bach

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  • af Francis Bach
    638,95 kr.

    "The aim of this book is to provide the simplest formulations that can be derived "from first principles" with simple arguments"--

  • af Jean Ponce, Francis Bach & Julien Mairal
    854,95 kr.

    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 to data, yielding a compact representation that has been successful in various contexts.

  • - A Convex Optimization Perspective
    af Francis Bach
    972,95 kr.

    Presents the theory of submodular functions in a self-contained way from a convex analysis perspective, presenting tight links between certain polyhedra, combinatorial optimization and convex optimization problems. In particular, it describes how submodular function minimization is equivalent to solving a variety of convex optimization problems.

  • af Francis Bach
    873,95 kr.

    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.

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