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20112026
most citedDistributed adaptive steplength stochastic approximation schemes for Cartesian stochastic variational inequality problems

9 citations · 31 across the 31 of their papers we have counts for

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math.OC2024

Iteratively Regularized Gradient Tracking Methods for Optimal Equilibrium Seeking

Yuyang Qiu, Farzad Yousefian, Brian Zhang

In noncooperative Nash games, equilibria are often inefficient. This is exemplified by the Prisoner's Dilemma and was first provably shown in the 1980s. Since then, understanding t…

math.OC2024

Zeroth-order Gradient and Quasi-Newton Methods for Nonsmooth Nonconvex Stochastic Optimization

Luke Marrinan, Uday V. Shanbhag, Farzad Yousefian

We consider the minimization of a Lipschitz continuous and expectation-valued function, denoted by and defined as $f(\mathbf{x}) \triangleq \mathbb{E}[\tilde{f}(\mathbf{x}, \ma…