Bucket Renormalization for Approximate Inference.
Sungsoo AhnMichael ChertkovAdrian WellerJinwoo ShinPublished in: ICML (2018)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- parameter estimation
- message passing
- exact inference
- gaussian process
- latent variables
- bayesian networks
- variational methods
- dynamic bayesian networks
- conditional random fields
- loopy belief propagation
- factor graphs
- expectation propagation
- markov random field
- structured prediction
- generalized belief propagation
- belief networks
- random variables
- graph cuts
- bayesian framework
- stereo matching
- regression model
- higher order
- least squares
- probabilistic model
- similarity measure