Bayesian Linear Regression With Cauchy Prior and Its Application in Sparse MIMO Radar.
Jun LiRyan WuI-Tai LuDongyin RenPublished in: IEEE Trans. Aerosp. Electron. Syst. (2023)
Keyphrases
- linear regression
- generalized linear models
- sparse regression
- least squares
- maximum likelihood
- random projections
- prior distribution
- bayesian methods
- regression methods
- linear regression model
- bayesian inference
- ridge regression
- regression problems
- locally weighted
- prior knowledge
- nonlinear regression
- high dimensional
- machine learning
- prior information
- signal processing
- regression method
- linear models
- bayesian model
- posterior distribution
- maximum a posteriori
- gaussian processes
- predictor variables
- genetic programming
- dimensionality reduction
- kernel density estimators