Sparse Modeling: Theory, Algorithms, and Applications (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Rish, Irina, Grabarnik, Genady

ISBN 10: 1439828695 / ISBN 13: 9781439828694

Verlag: CRC Press, 2014

Beschreibung

*Price HAS BEEN REDUCED by 10% until Monday, July 21 (SALE ITEM)* 231 pp., hardcover, previous owner's name neatly inked to the title page, else fine. - If you are reading this, this item is actually (physically) in our stock and ready for shipment once ordered. We are not bookjackers. Buyer is responsible for any additional duties, taxes, or fees required by recipient's country.

Bestandsnummer des Verkäufers ZB1315393

Bibliografische Details

• Titel: Sparse Modeling: Theory, Algorithms, and Applications (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
• Verlag: CRC Press
• Erscheinungsjahr: 2014
• Sprache: Englisch
• ISBN-10: 1439828695
• ISBN-13: 9781439828694
• Einband: Hardcover
• Zustand: Fine

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