Bethe Free Energy and Contrastive Divergence Approximations for Undirected Graphical Models (2003)
by
Yee Whye Teh
| Citations: | 1 - 0 self |
BibTeX
@MISC{Teh03bethefree,
author = {Yee Whye Teh},
title = {Bethe Free Energy and Contrastive Divergence Approximations for Undirected Graphical Models},
year = {2003}
}
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Abstract
As the machine learning community tackles more complex and harder problems, the graphical models needed to solve such problems become larger and more complicated. As a result performing inference and learning exactly for such graphical models become ever more expensive, and approximate inference and learning techniques become ever more prominent. There are
