Probabilistic Abduction Without Priors.
Didier DuboisAngelo GilioGabriele Kern-IsbernerPublished in: Belief Change in Rational Agents (2005)
Keyphrases
- causal networks
- learned from training data
- prior probabilities
- uncertain data
- abductive reasoning
- bayesian networks
- background knowledge
- artificial intelligence
- probabilistic logic
- probabilistic reasoning
- prior information
- probabilistic model
- information theoretic
- belief networks
- generative model
- probability theory
- maximum likelihood
- knowledge base
- search engine
- database
- generalized em algorithm