Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures.
Gustav SourekVojtech AschenbrennerFilip ZeleznýSteven SchockaertOndrej KuzelkaPublished in: J. Artif. Intell. Res. (2018)
Keyphrases
- efficient learning
- relational structures
- relational data
- probabilistic relational models
- first order logic
- latent variables
- relational databases
- learning algorithm
- point sets
- probabilistic inference
- graphical models
- datalog programs
- structured prediction
- machine learning
- markov logic networks
- message passing
- membership queries
- pattern languages
- bayesian networks
- expert systems
- databases
- structured data
- data management