Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing (Extended Abstract).
Yihan ZhangHong Chang JiRamji VenkataramananMarco MondelliPublished in: COLT (2024)
Keyphrases
- extended abstract
- message passing
- generalized linear models
- inference in graphical models
- regression model
- logistic regression
- belief propagation
- linear regression
- distributed systems
- probabilistic inference
- approximate inference
- factor graphs
- sum product algorithm
- markov random field
- graphical models
- multi class
- high dimensional
- multi view
- image segmentation
- pairwise
- bayesian networks