An improved algorithm for optimal subset selection in chain graphical models.
Qi QiYi ShangHongchi ShiPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- graphical models
- subset selection
- belief propagation
- probabilistic model
- approximate inference
- probabilistic inference
- random variables
- bayesian networks
- conditional random fields
- markov networks
- probabilistic graphical models
- feature selection
- structure learning
- factor graphs
- belief networks
- conditional independence
- exact inference
- loopy belief propagation
- map inference
- structural learning
- bayesian inference
- statistical inference
- hill climbing
- optimal solution
- machine learning
- message passing
- graph cuts
- dynamic programming
- chain graphs