Learning Latent Variable Gaussian Graphical Model for Biomolecular Network with Low Sample Complexity.
Yanbo WangQuan LiuBo YuanPublished in: Comput. Math. Methods Medicine (2016)
Keyphrases
- graphical models
- sample complexity
- latent variables
- learning problems
- probabilistic model
- probabilistic graphical models
- markov networks
- hidden variables
- learning algorithm
- belief propagation
- random variables
- active learning
- latent variable models
- bayesian networks
- learning process
- theoretical analysis
- supervised learning
- prior knowledge
- approximate inference
- structured prediction
- reinforcement learning
- real valued
- probabilistic inference
- factor graphs
- data mining
- maximum likelihood
- text classification
- information extraction
- information retrieval