Probabilistic Belief Revision with Structural Constraints.
Peter B. JonesVenkatesh SaligramaSanjoy K. MitterPublished in: NIPS (2010)
Keyphrases
- belief revision
- structural constraints
- cost based abduction
- belief change
- default reasoning
- propositional logic
- belief update
- pattern discovery
- probabilistic model
- logical properties
- probability theory
- latent variables
- bayesian networks
- minimal change
- probabilistic logic
- plausible inference
- knowledge base
- belief merging
- possibilistic logic
- belief state
- probabilistic reasoning
- data analysis
- epistemic states
- objective function