BCDNPKL: Scalable Non-Parametric Kernel Learning Using Block Coordinate Descent.

Enliang Hu Bo Wang Songcan Chen

Published in: ICML (2011)

Keyphrases

kernel learning
multiple kernel learning
convex optimization
semidefinite program
kernel function
support vector regression
kernel matrix
semi supervised
learning tasks
kernel methods
pairwise constraints
dimensionality reduction
low rank
distance metric
small number
multi class
interior point methods
pairwise