Tail bounds for volume sampled linear regression.

Michal Derezinski Manfred K. Warmuth Daniel Hsu

Published in: CoRR (2018)

Keyphrases

linear regression
least squares
loss bounds
regression problems
upper bound
regression methods
regret bounds
nonlinear regression
lower bound
locally weighted
linear regression model
ridge regression
linear models
regression method
regression trees
worst case
linear predictors
heavy tailed
bayesian networks