Accelerated Primal-dual Scheme for a Class of Stochastic Nonconvex-concave Saddle Point Problems

Author:

Boroun Morteza1,Alizadeh Zeinab1,Jalilzadeh Afrooz1

Affiliation:

1. University of Arizona,Department of Systems and Industrial Engineering,Tucson,Arizona,USA,85721

Publisher

IEEE

Reference35 articles.

1. Fast objective & duality gap convergence for nonconvex-strongly-concave min-max problems;guo,2020

2. Global convergence of policy gradient methods for the linear quadratic regulator;fazel;International Conference on Machine Learning,2018

3. Stochastic gradient methods for distributionally robust optimization with f-divergences;namkoong;Advances in neural information processing systems,2016

4. Accelerated gradient methods for nonconvex nonlinear and stochastic programming

5. Accelerated stochastic algorithms for convex-concave saddle-point problems;zhao;Mathematics of Operations Research,2021

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