Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing.
Zhe ZengPaolo MorettinFanqi YanAntonio VergariGuy Van den BroeckPublished in: ICML (2020)
Keyphrases
- probabilistic inference
- message passing
- arithmetic constraints
- belief propagation
- distributed systems
- approximate inference
- constraint satisfaction problems
- graphical models
- influence diagrams
- factor graphs
- markov random field
- arc consistency
- junction tree
- probabilistic reasoning
- three dimensional
- reinforcement learning
- probabilistic graphical models
- high quality
- bayesian networks
- conditional probabilities