Graphical Models, Exponential Families, and Variational Inference

剧情简介：The formalism of probabilistic graphical models provides a unifying framework for capturing complex dependencies among random variables, and building large-scale multivariate statistical models. Graphical models have become a focus of research in many statistical, computational and mathematical fields, including bioinformatics, communication theory, statistical physics, combina...(展开全部)

作者：Martin J Wainwright

出版社：Now Publishers Inc

ISBN：9781601981844