Graphical Models, Exponential Families, and Variational Inference
Download or Read eBook Graphical Models, Exponential Families, and Variational Inference PDF written by Martin J. Wainwright and published by Now Publishers Inc. This book was released on 2008 with total page 324 pages. Available in PDF, EPUB and Kindle.
| Author | : Martin J. Wainwright |
| Publisher | : Now Publishers Inc |
| Total Pages | : 324 |
| Release | : 2008 |
| ISBN-10 | : 9781601981844 |
| ISBN-13 | : 1601981848 |
| Rating | : 4/5 (44 Downloads) |
Book Synopsis Graphical Models, Exponential Families, and Variational Inference by : Martin J. Wainwright
Book excerpt: The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate statistical models in the exponential family.
