Lifted Inference in 2-Variable Markov Logic Networks with Function and Cardinality Constraints Using Discrete Fourier Transform.
Ondrej KuzelkaPublished in: CoRR (2020)
Keyphrases
- discrete fourier transform
- cardinality constraints
- markov logic networks
- structure learning
- frequency domain
- fourier transform
- first order logic
- graphical models
- markov networks
- functional dependencies
- radon transform
- probabilistic reasoning
- integrity constraints
- feature extraction
- constraint satisfaction problems
- entity relationship
- bayesian networks
- similarity measure