Unbiased estimates for linear regression via volume sampling.

Michal Derezinski Manfred K. Warmuth

Published in: NIPS (2017)

Keyphrases

linear regression
imbalanced data
least squares
regression methods
regression problems
ridge regression
random sampling
nonlinear regression
linear regression model
locally weighted
monte carlo
kernel regression
kernel density estimators
generalized linear models
low variance
linear models
worst case