Approximate Message Passing with Spectral Initialization for Generalized Linear Models.
Marco MondelliRamji VenkataramananPublished in: AISTATS (2021)
Keyphrases
- message passing
- generalized linear models
- inference in graphical models
- regression model
- logistic regression
- belief propagation
- distributed systems
- linear regression
- junction tree
- factor graphs
- probabilistic inference
- sum product algorithm
- approximate inference
- graphical models
- regression methods
- machine learning
- high dimensional
- stereo matching
- k means
- markov networks
- dynamic programming
- graph cuts
- dirichlet process
- image processing
- markov random field
- computer vision