Graphical Models and Exponential Families

Timo Koski, John M. Noble

Type: Other

Publication Date: 2009-09-25

Citations: 7

DOI: https://doi.org/10.1002/9780470684023.ch8

Abstract

This chapter contains sections titled: Introduction to exponential families Standard examples of exponential families Graphical models and exponential families Noisy ‘or’ as an exponential family Properties of the log partition function Fenchel Legendre conjugate Kullback-Leibler divergence Mean field theory Conditional Gaussian distributions Notes Exercises: Graphical models and exponential families

Locations

Wiley series in probability and statistics - View
arXiv (Cornell University) - View - PDF
CiteSeer X (The Pennsylvania State University) - View - PDF

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