Learning Linear Bayesian Networks with Latent Variables
Animashree AnandkumarDaniel J. HsuAdel JavanmardSham M. KakadePublished in: CoRR (2012)
Keyphrases
- latent variables
- bayesian networks
- latent variable models
- hidden variables
- prior knowledge
- random variables
- structured output
- structural svms
- probabilistic model
- structured prediction
- supervised learning
- max margin
- conditionally independent
- topic models
- active learning
- training data
- approximate inference
- parameter learning
- observed variables