Exact Probabilistic Inference Using Generating Functions.
Lutz KlinkenbergTobias WinklerMingshuai ChenJoost-Pieter KatoenPublished in: CoRR (2023)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- belief networks
- weighted model counting
- marginal probabilities
- approximate inference
- probabilistic reasoning
- context specific independence
- message passing
- conditional probabilities
- influence diagrams
- variable elimination
- efficient inference
- bayesian belief networks
- elimination algorithm
- exact inference
- neural network
- bucket elimination
- junction tree
- markov random field
- prior knowledge
- machine learning