Regularization paths and coordinate descent.

Trevor Hastie Jerome H. Friedman Robert Tibshirani

Published in: KDD (2008)

Keyphrases

stochastic gradient descent
logistic regression
shortest path
path finding
decision trees
regularization framework
optimal path
parameter selection
data dependent
regularization parameter
prior information
multi class
image segmentation
regularization methods
path length
kernel learning
machine learning