Accelerating Stochastic Gradient Descent Using Antithetic Sampling.

Jingchang Liu Linli Xu

Published in: CoRR (2018)

Keyphrases

stochastic gradient descent
importance sampling
least squares
loss function
step size
matrix factorization
random forests
monte carlo
random sampling
regularization parameter
weight vector
parameter space
multiple kernel learning
support vector machine
logistic regression
online learning
online algorithms