Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization.
Sundeep RanganAlyson K. FletcherPhilip SchniterUlugbek S. KamilovPublished in: IEEE Trans. Inf. Theory (2017)
Keyphrases
- energy minimization
- generalized linear models
- dual decomposition
- regression model
- loopy belief propagation
- logistic regression
- graph cuts
- energy function
- belief propagation
- free energy
- dirichlet process
- markov random field
- image segmentation
- linear regression
- message passing
- active contour model
- bayesian networks
- exact inference
- curve evolution
- bayesian model
- probabilistic inference
- variational inference
- bayesian inference
- active contours
- graphical models
- posterior distribution
- approximate inference
- gaussian processes
- variational methods
- bayesian framework
- model selection
- high dimensional