Homotopy Regularization for Boosting.

Zheng Wang Yangqiu Song Changshui Zhang

Published in: ICDM (2010)

Keyphrases

kernel ridge regression
gradient boosting
early stopping
ensemble methods
ensemble learning
learning algorithm
feature selection

fixed point
machine learning
projection operator
inverse problems
weak learners
kernel machines

boosting algorithms
data dependent
cost sensitive
neural network
parameter selection
blind deconvolution

regularization term
stochastic gradient descent
regularization parameter
structured sparsity
smoothing parameter
active learning