Relational Probabilistic Conditional Reasoning at Maximum Entropy.
Matthias ThimmGabriele Kern-IsbernerJens FisselerPublished in: ECSQARU (2011)
Keyphrases
- maximum entropy
- probabilistic logic
- maximum entropy principle
- principle of maximum entropy
- probabilistic knowledge
- default reasoning from conditional knowledge bases
- maximum entropy model
- markov models
- random fields
- joint distribution
- minimum cross entropy
- iterative scaling
- conditional random fields
- transformation based learning
- class conditional
- lexicographic entailment
- probabilistic reasoning
- conditional probabilities
- generative model
- rationality postulates
- probabilistic model
- bayesian networks
- knowledge base
- information retrieval
- global optimization
- multi class
- image segmentation
- image processing