17 search results - page 1 / 4 » Orbit-product representation and correction of Gaussian beli... |
ICML
2009
IEEE
15 years 11 months ago
2009
IEEE
88
Voted
JMLR
2006
14 years 10 months ago
2006
We present a new framework based on walks in a graph for analysis and inference in Gaussian graphical models. The key idea is to decompose the correlation between each pair of var...
NIPS
2001
14 years 11 months ago
2001
The adaptive TAP Gibbs free energy for a general densely connected probabilistic model with quadratic interactions and arbritary single site constraints is derived. We show how a ...
86
Voted
CVPR
2003
IEEE
16 years 7 days ago
2003
IEEE
In many applications of graphical models arising in computer vision, the hidden variables of interest are most naturally specified by continuous, non-Gaussian distributions. There...
82
Voted
AAAI
2008
15 years 16 days ago
2008
Unifying first-order logic and probability is a long-standing goal of AI, and in recent years many representations combining aspects of the two have been proposed. However, infere...