Sparse modeling. Theory, algorithms and applications - Irina Rish

Irina Rish

ISBN 10: 1439828695 / ISBN 13: 9781439828694

Verlag: 2014, 2014

Beschreibung

Occasion - Bon Etat - Sparse modeling. Theory, algorithms and applications (2014) - Grand Format. Bestandsnummer des Verkäufers 3139084

Bibliografische Details

Titel: Sparse modeling. Theory, algorithms and ...

Verlag: 2014

Erscheinungsdatum: 2014

Einband: Hardcover

Zustand: Used: Good

Über diesen Titel

Inhaltsangabe:

This book provides an introduction to the growing field of sparse modeling, including application examples, problem formulations that yield sparse solutions, algorithms for finding such solutions, and recent theoretical results on sparse recovery. It describes optimization problems involving commonly used sparsity-enforcing approaches as well as sparse recovery problems that extend the basic formulation to more sophisticated forms of structured sparsity and to different loss functions. The book also covers sparse graphical models, dictionary learning, and sparse matrix factorizations.

Über die Autorin bzw. den Autor:

Irina Rish, Genady Grabarnik