Approximate Relational Reasoning for Higher-Order Probabilistic Programs.
Philipp G. HaselwarterKwing Hei LiAlejandro AguirreSimon Oddershede GregersenJoseph TassarottiLars BirkedalPublished in: CoRR (2024)
Keyphrases
- higher order
- probabilistic logic
- statistical relational learning
- probabilistic reasoning
- relational databases
- probabilistic relational
- knowledge base
- natural images
- probabilistic knowledge
- bayesian networks
- belief updating
- reasoning systems
- pairwise
- high order
- causal networks
- generative model
- probabilistic logic programs
- automated reasoning
- markov random field
- probabilistic relational models
- data model
- query language
- knowledge representation
- low order
- reasoning tasks
- belief networks
- exact and approximate
- multi relational
- relational learning
- logical inference
- conditional random fields
- relational model
- relational data