A Non-Asymptotic Analysis of Network Independence for Distributed Stochastic Gradient Descent.

Alex Olshevsky Ioannis Ch. Paschalidis Shi Pu

Published in: CoRR (2019)

Keyphrases

asymptotic analysis
stochastic gradient descent
fluid model
loss function
distributed systems
pairwise
graphical models
matrix factorization
step size
decision trees
semi supervised learning
logistic regression
steady state