Backpropagating through Markov Logic Networks.
Patrick BetzMathias NiepertPasquale MinerviniHeiner StuckenschmidtPublished in: NeSy (2021)
Keyphrases
- markov logic networks
- structure learning
- first order logic
- probabilistic graphical models
- statistical relational learning
- probabilistic reasoning
- graphical models
- markov networks
- bayesian networks
- machine learning
- probabilistic model
- semi supervised
- maximum likelihood
- belief propagation
- conditional independence
- parameter learning