Fast Inference in Infinite Hidden Relational Models.
Zhao XuVolker TrespShipeng YuKai YuHans-Peter KriegelPublished in: MLG (2007)
Keyphrases
- relational models
- probabilistic reasoning
- relational data
- efficient learning
- relational model
- bayesian networks
- graphical models
- markov logic networks
- probabilistic graphical models
- inference process
- relational databases
- probabilistic inference
- learning algorithm
- exact inference
- relational learning
- data model
- database
- constraint satisfaction
- belief networks
- approximate inference
- temporal information
- belief propagation