Efficient Probabilistic Inference for Dynamic Relational Models.
Jonas VlasselaerWannes MeertGuy Van den BroeckLuc De RaedtPublished in: AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Keyphrases
- probabilistic inference
- graphical models
- relational models
- probabilistic reasoning
- bayesian networks
- probabilistic graphical models
- approximate inference
- message passing
- relational data
- conditional probabilities
- belief networks
- random variables
- dynamic programming
- probabilistic model
- constraint satisfaction
- artificial neural networks
- relational databases
- factor graphs
- feature selection