Approximate Message Passing with Spectral Initialization for Generalized Linear Models.
Marco MondelliRamji VenkataramananPublished in: CoRR (2020)
Keyphrases
- message passing
- generalized linear models
- inference in graphical models
- regression model
- logistic regression
- belief propagation
- junction tree
- distributed systems
- probabilistic inference
- linear regression
- factor graphs
- approximate inference
- sum product algorithm
- markov random field
- regression methods
- high dimensional
- reinforcement learning
- least squares
- probability distribution
- support vector