Efficient Single-Loop Stochastic Algorithms for Nonconvex-Concave Minimax Optimization

Xia Jiang, Linglingzhi Zhu, Taoli Zheng +1

Nonconvex-concave (NC-C) finite-sum minimax problems have wide applications in signal processing and machine learning tasks. Conventional stochastic gradient algorithms, which rely…