Early stopping and non-parametric regression: an optimal data-dependent stopping rule.

Garvesh Raskutti Martin J. Wainwright Bin Yu

Published in: J. Mach. Learn. Res. (2014)

Keyphrases

data dependent
early stopping
reproducing kernel hilbert space
support vector machine
model selection
feature selection
machine learning
similarity search
boosting algorithms
stochastic gradient descent