On the Complexity of Nonconvex-Strongly-Concave Smooth Minimax Optimization Using First-Order Methods

The problem of minimax optimization arises in a wide range of applications. When the objective function is convex-concave, almost the full picture is known. However, the general nonconvex-concave setting is less understood. In this work, we study the complexity of nonconvex-strongly-concave minimax...

Szczegółowa specyfikacja

Opis bibliograficzny
1. autor: Li, Haochuan
Kolejni autorzy: Jadbabaie, Ali
Format: Praca dyplomowa
Wydane: Massachusetts Institute of Technology 2022
Dostęp online:https://hdl.handle.net/1721.1/138938