Statistical relational learning and neuro-symbolic AI: what does first-order logic offer?
Vaishak BellePublished in: CoRR (2023)
Keyphrases
- statistical relational learning
- first order logic
- markov logic networks
- inductive logic programming
- probabilistic reasoning
- markov networks
- knowledge representation
- markov logic
- relational learning
- artificial intelligence
- probabilistic logic
- probabilistic graphical models
- relational domains
- inference rules
- structure learning
- expert systems
- relational data
- machine learning
- graphical models
- knowledge base
- default reasoning
- maximum likelihood
- multi relational
- max margin
- bayesian networks
- databases