Concepts and Algorithms for Computing Maximum Entropy Distributions for Knowledge Bases with Relational Probabilistic Conditionals.
Marc FinthammerPublished in: Künstliche Intell. (2019)
Keyphrases
- maximum entropy
- maximum entropy principle
- principle of maximum entropy
- knowledge base
- probabilistic logic
- joint distribution
- markov models
- class conditional
- maximum entropy model
- transformation based learning
- default reasoning from conditional knowledge bases
- random variables
- conditional random fields
- logic programming
- machine learning
- maximum likelihood
- bregman divergences
- higher order
- nearest neighbor