Parallelized Stochastic Gradient Descent.

Martin Zinkevich Markus Weimer Alexander J. Smola Lihong Li

Published in: NIPS (2010)

Keyphrases

stochastic gradient descent
least squares
loss function
matrix factorization
step size
random forests
weight vector
support vector machine
collaborative filtering
multiple kernel learning
regularization parameter
machine learning
decision trees
pairwise
linear combination
online algorithms