Alternating Proximal-Gradient Steps for (Stochastic) Nonconvex-Concave Minimax Problems.
SIAM J. Optim., September, 2023
Solving Nonconvex-Nonconcave Min-Max Problems exhibiting Weak Minty Solutions.
Trans. Mach. Learn. Res., 2023
Beyond the Golden Ratio for Variational Inequality Algorithms.
J. Mach. Learn. Res., 2023
Two Steps at a Time - Taking GAN Training in Stride with Tseng's Method.
SIAM J. Math. Data Sci., June, 2022
Variable Smoothing for Weakly Convex Composite Functions.
J. Optim. Theory Appl., 2021
Variable Smoothing for Convex Optimization Problems Using Stochastic Gradients.
J. Sci. Comput., 2020