Variance Reduction for Distributed Stochastic Gradient Descent.

Soham De Gavin Taylor Tom Goldstein

Published in: CoRR (2015)

Keyphrases

variance reduction
stochastic gradient descent
importance sampling
monte carlo
least squares
matrix factorization
loss function
sample size
step size
random forests
machine learning
support vector
particle filter
kalman filter
visual tracking
convergence rate