Recent Advancements in Tractable Probabilistic Inference (Dagstuhl Seminar 22161).
Priyank JainiKristian KerstingAntonio VergariMax WellingPublished in: Dagstuhl Reports (2022)
Keyphrases
- probabilistic inference
- graphical models
- weighted model counting
- bayesian networks
- belief networks
- influence diagrams
- probabilistic reasoning
- approximate inference
- bayesian belief networks
- message passing
- context specific independence
- efficient inference
- conditional probabilities
- exact inference
- np complete
- variable elimination
- data sets
- junction tree
- bayesian inference
- computational complexity
- neural network
- knowledge base
- active learning
- belief propagation
- post processing
- distributed systems
- probabilistic model
- np hard