Variational Upper and Lower Bounds for Probabilistic Graphical Models.
Ydo WexlerDan GeigerPublished in: J. Comput. Biol. (2008)
Keyphrases
- upper and lower bounds
- probabilistic graphical models
- graphical models
- upper bound
- markov networks
- first order logic
- lower bound
- lower and upper bounds
- image segmentation
- belief propagation
- variational methods
- conditional random fields
- approximate inference
- exact inference
- latent variables
- probabilistic inference
- parameter learning
- bayesian networks
- sample complexity
- belief functions
- belief networks
- random variables
- optical flow
- probabilistic model