Probabilistic Flow Circuits: Towards Unified Deep Models for Tractable Probabilistic Inference.
Sahil SidheekhKristian KerstingSriraam NatarajanPublished in: UAI (2023)
Keyphrases
- probabilistic inference
- bayes nets
- graphical models
- bayesian networks
- probabilistic model
- belief networks
- probabilistic reasoning
- influence diagrams
- conditional probabilities
- bayesian belief networks
- factor graphs
- efficient inference
- variable elimination
- approximate inference
- probabilistic databases
- neural network
- context specific independence
- uncertain data
- decision problems
- random variables
- exact inference
- generative model