Generating and Sampling Orbits for Lifted Probabilistic Inference.
Steven HoltzenTodd D. MillsteinGuy Van den BroeckPublished in: UAI (2019)
Keyphrases
- probabilistic inference
- graphical models
- bayesian networks
- probabilistic reasoning
- context specific independence
- conditional probabilities
- belief networks
- influence diagrams
- efficient inference
- message passing
- weighted model counting
- approximate inference
- bayesian belief networks
- elimination algorithm
- bucket elimination
- variable elimination
- belief propagation
- exact inference
- latent variables
- higher order
- junction tree
- probabilistic model
- dynamic programming
- domain knowledge
- active learning
- lower bound