On the difficulty of learning power law graphical models.
Rashish TandonPradeep RavikumarPublished in: ISIT (2013)
Keyphrases
- graphical models
- power law
- structural learning
- random variables
- prior knowledge
- probabilistic model
- probabilistic graphical models
- belief propagation
- belief networks
- structure learning
- bayesian networks
- map inference
- learning algorithm
- hidden variables
- approximate inference
- markov networks
- probabilistic inference
- conditional random fields
- exact inference
- background knowledge
- markov logic networks
- hidden markov models