Hierarchical Reasoning with Probabilistic Programming.
Brian E. RuttenbergMatthew P. WilkinsAvi PfefferPublished in: AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Keyphrases
- probabilistic logic
- probabilistic reasoning
- generative model
- probabilistic knowledge
- probabilistic model
- bayesian networks
- reasoning tasks
- knowledge representation
- logical inference
- programming language
- reasoning systems
- hierarchical structure
- automated reasoning
- uncertain data
- hierarchical clustering
- model based reasoning
- information theoretic
- belief networks
- data driven
- meta level
- knowledge base
- learning algorithm
- programming environment
- neural network
- deductive reasoning
- hierarchical bayesian
- uncertain information
- probability theory
- development environment
- model based diagnosis
- maximum entropy
- posterior probability
- logic programs
- object oriented
- machine learning