Constraint-free Graphical Model with Fast Learning Algorithm
Kazuya TakabatakeShotaro AkahoPublished in: CoRR (2012)
Keyphrases
- graphical models
- learning algorithm
- belief propagation
- efficient inference algorithms
- probabilistic model
- probabilistic inference
- random variables
- bayesian networks
- probabilistic graphical models
- machine learning
- conditional random fields
- belief networks
- approximate inference
- map inference
- markov networks
- structure learning
- supervised learning
- exact inference
- graph structure
- reinforcement learning
- training data
- factor graphs
- conditional dependencies
- conditional independence
- message passing
- pairwise