Subsampling for Ridge Regression via Regularized Volume Sampling.
Michal DerezinskiManfred K. WarmuthPublished in: AISTATS (2018)
Keyphrases
- ridge regression
- pseudo inverse
- linear regression
- ordinary least squares
- least squares
- regression methods
- support vector machine
- ls svm
- random sampling
- total least squares
- sample size
- conformal prediction
- regression method
- face recognition
- positive and negative examples
- kernel regression
- regression model
- test set
- neural network
- data sets