NGO-GM: Natural Gradient Optimization for Graphical Models.
Eric BenhamouJamal AtifRida LarakiDavid SaltielPublished in: CoRR (2019)
Keyphrases
- graphical models
- belief propagation
- natural gradient
- probabilistic model
- random variables
- approximate inference
- structure learning
- conditional random fields
- probabilistic inference
- conditional independence
- bayesian networks
- optimization problems
- learning rate
- independent component analysis
- faster convergence
- feature extraction