Quantile regression with ℓ 1 - regularization and Gaussian kernels.

Lei Shi Xiaolin Huang Zheng Tian Johan A. K. Suykens

Published in: Adv. Comput. Math. (2014)

Keyphrases

gaussian kernels
quantile regression
least squares
reproducing kernel hilbert space
cross validated
learning rate
kernel function
loss function
feature space
multiscale
euclidean space
cross validation
density estimation
convergence rate
kernel methods
optical flow
support vector
decision trees