Softstar: Heuristic-Guided Probabilistic Inference.
Mathew MonfortBrenden M. LakeBrian D. ZiebartPatrick LuceyJoshua B. TenenbaumPublished in: NIPS (2015)
Keyphrases
- probabilistic inference
- weighted model counting
- graphical models
- bayesian networks
- influence diagrams
- approximate inference
- message passing
- efficient inference
- conditional probabilities
- belief networks
- context specific independence
- elimination algorithm
- exact inference
- bayesian belief networks
- bucket elimination
- variable elimination
- random variables
- probabilistic model
- dynamic programming
- search algorithm
- optimal solution
- bayesian inference
- constraint satisfaction
- text classification
- probability distribution
- junction tree
- learning algorithm
- neural network