Scalable Kernel Methods via Doubly Stochastic Gradients.

Bo Dai Bo Xie Niao He Yingyu Liang Anant Raj Maria-Florina Balcan Le Song

Published in: NIPS (2014)

Keyphrases

kernel methods
doubly stochastic
kernel function
feature space
poisson process
weight matrix
support vector
machine learning
support vector machine
kernel matrix
multiple kernel learning
reproducing kernel hilbert space
wavelet coefficients
image segmentation
similarity measure