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

Yuyang Deng Mehrdad Mahdavi

Published in: AISTATS (2021)

Keyphrases

convergence analysis
stochastic gradient descent
global convergence
loss function
step size
least squares
convergence rate
matrix factorization
machine learning
optimal solution
support vector
evolutionary algorithm
approximation methods