Early stopping for non-parametric regression: An optimal data-dependent stopping rule.

Garvesh Raskutti Martin J. Wainwright Bin Yu

Published in: Allerton (2011)

Keyphrases

data dependent
early stopping
reproducing kernel hilbert space
support vector machine
active learning
boosting algorithms
stochastic gradient descent
image processing
multiscale
model selection
data sets
feature space