Fast Asynchronous Parallel Stochastic Gradient Descent: A Lock-Free Approach with Convergence Guarantee.

Shen-Yi Zhao Wu-Jun Li

Published in: AAAI (2016)

Keyphrases

stochastic gradient descent
step size
least squares
matrix factorization
loss function
convergence rate
random forests
weight vector
regularization parameter
support vector machine
convergence speed
online algorithms
image processing