Variational Bayes learning of multiscale graphical models.
Hang YuJustin DauwelsPublished in: ICASSP (2015)
Keyphrases
- graphical models
- multiscale
- learning algorithm
- variational bayes
- random variables
- exponential family
- belief propagation
- conditional random fields
- probabilistic model
- prior knowledge
- image processing
- unsupervised learning
- belief networks
- supervised learning
- least squares
- pairwise
- density estimation
- approximate inference
- conditional independence
- structure learning
- exact inference
- image segmentation