Distributed and asynchronous Stochastic Gradient Descent with variance reduction.

Yuewei Ming Yawei Zhao Chengkun Wu Kuan Li Jianping Yin

Published in: Neurocomputing (2018)

Keyphrases

variance reduction
stochastic gradient descent
importance sampling
monte carlo
least squares
matrix factorization
sample size
step size
loss function
random forests
support vector machine
training data
pairwise
semi supervised
multiple kernel learning