Leveraged volume sampling for linear regression.
Michal DerezinskiManfred K. WarmuthDaniel J. HsuPublished in: NeurIPS (2018)
Keyphrases
- linear regression
- imbalanced data
- least squares
- regression methods
- regression problems
- linear regression model
- nonlinear regression
- random sampling
- linear models
- locally weighted
- generalized linear models
- sample size
- regression method
- multivariate regression
- three dimensional
- regression trees
- image sequences
- kernel regression
- model selection
- predictor variables
- bayesian networks
- square loss