Speculations on Leveraging Graphical Models for Architectural Integration of Visual Representation and Reasoning.
Paul S. RosenbloomPublished in: Visual Representations and Reasoning (2010)
Keyphrases
- graphical models
- visual representation
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- approximate inference
- possibilistic networks
- visual representations
- markov networks
- user interface
- map inference
- structure learning
- belief networks
- graph structure
- bayesian networks
- conditional random fields
- knowledge base
- conditional independence
- factor graphs
- probabilistic reasoning
- knowledge representation
- social networks
- generative model
- gaussian graphical models
- structural learning
- directed graphical models
- loopy belief propagation
- statistical inference
- bayesian inference
- message passing
- model selection