Inference in High-Dimensional Linear Regression via Lattice Basis Reduction and Integer Relation Detection.
David GamarnikEren C. KizildagIlias ZadikPublished in: IEEE Trans. Inf. Theory (2021)
Keyphrases
- linear regression
- high dimensional
- generalized linear models
- least squares
- regression problems
- regression methods
- nonlinear regression
- linear regression model
- ridge regression
- locally weighted
- bayesian networks
- kernel regression
- regression method
- prediction error
- low dimensional
- data points
- feature space
- predictor variables
- loss bounds
- computer vision