Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models.
Ankit AnandRitesh NoothigattuParag Singla MausamPublished in: AISTATS (2017)
Keyphrases
- multi valued
- graphical models
- belief propagation
- boolean functions
- probabilistic model
- approximate inference
- probabilistic inference
- bayesian networks
- probabilistic graphical models
- random variables
- map inference
- graph structure
- markov networks
- normal form
- conditional random fields
- decision diagrams
- undirected graph
- conditional independence
- factor graphs
- real valued
- tree structure
- relational databases
- databases