High-probability complexity guarantees for nonconvex minimax problems

Y Laguel, Y Syed, NS Aybat… - arxiv preprint arxiv …, 2024 - arxiv.org
Stochastic smooth nonconvex minimax problems are prevalent in machine learning, eg,
GAN training, fair classification, and distributionally robust learning. Stochastic gradient …