Relational Probabilistic Conditionals and Their Instantiations under Maximum Entropy Semantics for First-Order Knowledge Bases.
Christoph BeierleMarc FinthammerGabriele Kern-IsbernerPublished in: Entropy (2015)
Keyphrases
- maximum entropy
- probabilistic logic
- maximum entropy principle
- conditional logic
- principle of maximum entropy
- maximum entropy model
- markov models
- probabilistic knowledge
- conditional random fields
- formal semantics
- generative model
- minimum cross entropy
- transformation based learning
- default rules
- default reasoning
- class conditional
- epistemic states
- belief revision
- relational structures
- belief networks
- iterative scaling
- modal logic
- abstract argumentation
- information theoretic
- logic programming