Information retrieval and applications of graphical models (IRGM 2007).
Juan M. Fernández-LunaBenjamin PiwowarskiJuan F. HuetePublished in: SIGIR Forum (2007)
Keyphrases
- graphical models
- information retrieval
- belief propagation
- probabilistic model
- random variables
- probabilistic graphical models
- approximate inference
- probabilistic inference
- bayesian networks
- markov networks
- structure learning
- conditional random fields
- conditional independence
- exact inference
- map inference
- statistical inference
- information extraction
- factor graphs
- text mining
- undirected graphical models
- gaussian graphical models
- belief networks
- exponential family
- markov logic networks
- structural learning