"min-max optimization"

Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets

This paper provides novel analysis of adaptive gradient algorithms for solving non-convex non-concave min-max problems as GANs, and explains the reason why adaptive gradient methods outperform its...