A simple proof for the equivalence of multiple kernel regressors and single kernel regressors with sum of kernels.

Published in: APSIPA (2015)

Keyphrases

multiple kernel
multiple kernel learning
kernel methods
kernel learning
linear combination
support vector machine
optimal kernel
kernel function
multiple features
distance metric learning
support vector
kernel matrix
svm classifier
semi supervised learning
multi class
feature space
feature selection