Scaling Up Distributed Stochastic Gradient Descent Using Variance Reduction.

Soham De Gavin Taylor Tom Goldstein

Published in: CoRR (2015)

Keyphrases

variance reduction
stochastic gradient descent
importance sampling
monte carlo
matrix factorization
loss function
least squares
sample size
step size
random forests
markov chain
missing data
online algorithms
machine learning