Unbiased estimates for linear regression via volume sampling.
Michal DerezinskiManfred K. WarmuthPublished in: CoRR (2017)
Keyphrases
- linear regression
- imbalanced data
- least squares
- linear regression model
- regression problems
- ridge regression
- regression methods
- low variance
- linear models
- estimation error
- nonlinear regression
- locally weighted
- monte carlo
- sampling algorithm
- random sampling
- generalized linear models
- kernel regression
- decision trees
- regression method
- predictor variables
- lower bound