Mixed Linear Regression via Approximate Message Passing.
Nelvin TanRamji VenkataramananPublished in: AISTATS (2023)
Keyphrases
- linear regression
- message passing
- inference in graphical models
- least squares
- belief propagation
- distributed systems
- markov random field
- regression methods
- shared memory
- distributed shared memory
- probabilistic inference
- ridge regression
- junction tree
- sum product
- nonlinear regression
- factor graphs
- sum product algorithm
- linear models
- approximate inference
- locally weighted
- regression method
- dual decomposition
- generalized belief propagation
- graphical models
- pairwise
- high quality
- parameter estimation
- graph cuts