Prediction Errors for Penalized Regressions based on Generalized Approximate Message Passing.
Ayaka SakataPublished in: CoRR (2022)
Keyphrases
- message passing
- inference in graphical models
- belief propagation
- probabilistic inference
- distributed systems
- shared memory
- least squares
- junction tree
- factor graphs
- distributed shared memory
- sum product algorithm
- maximum likelihood
- sum product
- dual decomposition
- image processing
- approximate inference
- markov random field
- exact and approximate
- graphical models
- generalized belief propagation
- model selection