Gaussian processes for machine learning

Gaussian processes (GPs) provide an approach to kernel-machine learning. This book provides a treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics. (From the book's web site, http://www.gaussianprocess.org/gpml/ )

שנה

2005

שפה

English

הוצאה

MIT Press

מהדורות

4

עמודים

272

ISBN

9780262261074

מקור הנתונים: Wikidata