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Showing 1 to 1 of 1 for “"Two-time-scale Gradient Descent-ascent"”.
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Convergence Rates of Gradient Descent-ascent Dynamics under Computation Constraints in Solving Min-max Optimization
… a new analysis of the convergence rates of the Gradient Descent-ascent (GDA) method for solving the Min-max optimization (MMO) problems under computation constraints. In particular, we focus our study on two main classes of MMO: a continuous-time variant of the centralized Min-max problem where …