Variance Reduced Stochastic Gradient Descent with Neighbors.

Thomas Hofmann Aurélien Lucchi Simon Lacoste-Julien Brian McWilliams

Published in: NIPS (2015)

Keyphrases

stochastic gradient descent
least squares
loss function
matrix factorization
step size
random forests
nearest neighbor
online algorithms
support vector machine
regularization parameter
importance sampling
training samples
image restoration
logistic regression
multiple kernel learning