Local Stochastic Gradient Descent Ascent: Convergence Analysis and Communication Efficiency.

Yuyang Deng Mehrdad Mahdavi

Published in: CoRR (2021)

Keyphrases

convergence analysis
stochastic gradient descent
global convergence
loss function
matrix factorization
step size
pairwise
least squares
optimality conditions
higher level
logistic regression
random forests
global optimum
learning algorithm
missing data
support vector machine
lower bound