Taming Convergence for Asynchronous Stochastic Gradient Descent with Unbounded Delay in Non-Convex Learning.

Xin Zhang Jia Liu Zhengyuan Zhu

Published in: CDC (2020)

Keyphrases

stochastic gradient descent
learning algorithm
online learning
reinforcement learning
learning problems
active learning
least squares
learning tasks
convergence speed
step size
support vector machine
collaborative filtering
incremental learning
matrix factorization
learning rate