On the convergence of single-call stochastic extra-gradient methods

Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick +1

Variational inequalities have recently attracted considerable interest in machine learning as a flexible paradigm for models that go beyond ordinary loss function minimization (suc…