Bøger af Francis Bach
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643,95 kr. "The aim of this book is to provide the simplest formulations that can be derived "from first principles" with simple arguments"--
- Bog
- 643,95 kr.
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1.013,95 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.
- Bog
- 1.013,95 kr.
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- A Convex Optimization Perspective
978,95 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.
- Bog
- 978,95 kr.
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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.
- Bog
- 873,95 kr.