Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a Survey.
Paolo MorettinPedro Zuidberg Dos MartiresSamuel KolbAndrea PasseriniPublished in: IJCAI (2021)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- weighted model counting
- context specific independence
- approximate inference
- message passing
- probabilistic reasoning
- conditional probabilities
- belief networks
- influence diagrams
- bayesian belief networks
- efficient inference
- exact inference
- constraint satisfaction
- variable elimination
- bayesian inference
- elimination algorithm
- neural network
- constraint networks
- post processing
- model counting
- machine learning