Keyphrases
- graphical models
- revised papers
- lecture notes in artificial intelligence
- lecture notes
- papers are organized in topical sections
- belief propagation
- proceedings of the th international conference
- computer science
- probabilistic model
- probabilistic graphical models
- probabilistic inference
- random variables
- book constitutes the refereed proceedings
- international symposium
- approximate inference
- bayesian networks
- conditional random fields
- structure learning
- expert systems
- international workshop
- markov networks
- artificial intelligence
- conditional independence
- map inference
- exact inference
- belief networks
- knowledge base
- factor graphs
- message passing
- invited talk
- international conference
- information retrieval
- lower bound
- loopy belief propagation
- database