Improved Greedy Algorithms for Learning Graphical Models.
Avik RaySujay SanghaviSanjay ShakkottaiPublished in: IEEE Trans. Inf. Theory (2015)
Keyphrases
- graphical models
- learning algorithm
- bayesian networks
- greedy algorithms
- greedy algorithm
- structural learning
- conditional random fields
- belief propagation
- probabilistic model
- structure learning
- approximate inference
- probability distribution
- deep architectures
- exact inference
- markov networks
- random variables
- statistical learning
- relational databases
- probabilistic graphical models
- pairwise
- map inference
- prior knowledge
- relational dependency networks