Approximate Message Passing for Not So Large niid Generalized Linear Models.
Zilu ZhaoFangqing XiaoDirk SlockPublished in: SPAWC (2023)
Keyphrases
- message passing
- generalized linear models
- inference in graphical models
- regression model
- logistic regression
- belief propagation
- distributed systems
- probabilistic inference
- linear regression
- junction tree
- markov random field
- approximate inference
- factor graphs
- sum product
- pairwise
- sum product algorithm
- graphical models
- three dimensional
- high resolution
- loss function
- high dimensional
- graph cuts
- dynamic programming
- reinforcement learning