A Concise Function Representation for Faster Exact MPE and Constrained Optimisation in Graphical Models.
Filippo BistaffaPublished in: CoRR (2021)
Keyphrases
- graphical models
- belief networks
- bayesian networks
- probabilistic inference
- belief propagation
- probabilistic graphical models
- probabilistic model
- approximate inference
- random variables
- markov networks
- map inference
- marginal probabilities
- conditional random fields
- structure learning
- exact inference
- graphical representation
- factor graphs
- relational models
- graph structure
- conditional independence
- statistical inference
- efficient inference algorithms
- higher order
- probability distribution
- gaussian graphical models