On Lifted Inference for a Relational Probabilistic Conditional Logic with Maximum Entropy Semantics.
Annika KrämerChristoph BeierlePublished in: FoIKS (2012)
Keyphrases
- maximum entropy
- conditional logic
- probabilistic logic
- maximum entropy principle
- higher order logic
- principle of maximum entropy
- defeasible reasoning
- default reasoning
- maximum entropy model
- markov models
- belief revision
- modal logic
- nonmonotonic reasoning
- probabilistic knowledge
- class conditional
- transformation based learning
- minimum cross entropy
- conditional random fields
- data model
- knowledge representation and reasoning
- sound and complete axiomatization
- iterative scaling
- relational databases
- artificial intelligence
- default logic
- logic programming