6 search results - page 1 / 2 » Efficient Belief Propagation for Utility Maximization and Re... |
106
Voted
AAAI
2010
15 years 1 months ago
2010
Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...
77
Voted
IJAR
2000
15 years 2 days ago
2000
Multiply sectioned Bayesian networks (MSBNs) provide a coherent and flexible formalism for representing uncertain knowledge in large domains. Global consistency among subnets in a...
118
Voted
CORR
2007
Springer
15 years 7 days ago
2007
Springer
—A recent paper [1] proposed a provably optimal polynomial time method for performing near-isometric point pattern matching by means of exact probabilistic inference in a chordal...
113
Voted
CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
We propose a statistical formulation for 2-D human pose estimation from single images. The human body configuration is modeled by a Markov network and the estimation problem is to...
98
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
Inference in Markov Decision Processes has recently received interest as a means to infer goals of an observed action, policy recognition, and also as a tool to compute policies. ...