Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization.
Sundeep RanganAlyson K. FletcherPhilip SchniterUlugbek KamilovPublished in: CoRR (2015)
Keyphrases
- energy minimization
- generalized linear models
- dual decomposition
- regression model
- loopy belief propagation
- graph cuts
- logistic regression
- energy function
- belief propagation
- free energy
- markov random field
- dirichlet process
- image segmentation
- linear regression
- probabilistic inference
- active contour model
- message passing
- belief networks
- curve evolution
- pairwise
- image processing
- exact inference
- graphical models
- loss function
- bayesian inference
- markov chain monte carlo
- structured prediction
- least squares
- bayesian networks