Estimation for High-Dimensional Multi-Layer Generalized Linear Model - Part II: The ML-GAMP Estimator.
Qiuyun ZouHaochuan ZhangHongwen YangPublished in: CoRR (2020)
Keyphrases
- multi layer
- linear model
- least squares
- high dimensional
- maximum likelihood
- semi parametric
- parameter estimation
- linear models
- estimation error
- regression model
- maximum likelihood estimator
- single layer
- neural network
- error back propagation
- nonlinear models
- em algorithm
- additive model
- linear regression
- computer vision
- linear transformations
- neural nets
- information processing
- dimensionality reduction
- variable selection
- multiple layers
- density estimation
- maximum a posteriori
- high dimensional data
- feature space