Hybrid Variance-Reduced SGD Algorithms For Minimax Problems with Nonconvex-Linear Function.

Quoc Tran-Dinh Deyi Liu Lam M. Nguyen

Published in: NeurIPS (2020)

Keyphrases

optimization problems
benchmark problems
worst case
semi infinite programming
computational complexity
stationary points
machine learning algorithms
quadratic optimization problems
learning algorithm
partial solutions
hybrid approaches
pairwise
cost function
np complete
linear model
convex functions