Regularization, Optimization, Kernels, and Support Vector Machines

526 Seiten, Hardcover

Kurzbeschreibung des Verlags

This book is a collection of invited contributions from leading researchers in machine learning. Comprised of 21 chapters, this comprehensive reference covers the latest research and advances in regularization, sparsity, and compressed sensing; describes recent progress in convex and large-scale optimization, kernel methods, and support vector machines; and discusses output kernel learning, domain adaptation, multi-layer support vector machines, and more.

• Themen: Informatik und Informationstechnologie Computerprogrammierung und Softwareentwicklung Spieleentwicklung und -programmierung
• ISBN: 9781482241396
• Sprache: Englisch
• Erscheinungsdatum: 23.10.2014
• Größe: 240 x 161 mm
• Verlag: Chapman and Hall/CRC
• Herausgegeben von: Johan A. K. Suykens, Andreas Argyriou, Marco Signoretto