5 citations · 5 across the 5 of their papers we have counts for
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Regularized Operator Extrapolation Method For Stochastic Bilevel Variational Inequality Problems
Mohammad Khalafi, Digvijay Boob
The bilevel variational inequality (BVI) problem is a general model that captures various optimization problems, including VI-constrained optimization and equilibrium problems with…
Optimal Primal-Dual Algorithm with Last iterate Convergence Guarantees for Stochastic Convex Optimization Problems
Digvijay Boob, Mohammad Khalafi
This paper proposes a novel first-order algorithm that solves composite nonsmooth and stochastic convex optimization problem with function constraints. Most of the works in the lit…
First-order methods for Stochastic Variational Inequality problems with Function Constraints
Digvijay Boob, Qi Deng, Mohammad Khalafi
The monotone Variational Inequality (VI) is a general model with important applications in various engineering and scientific domains. In numerous instances, the VI problems are ac…
Accelerated Primal-Dual Methods for Convex-Strongly-Concave Saddle Point Problems
Mohammad Khalafi, Digvijay Boob
We investigate a primal-dual (PD) method for the saddle point problem (SPP) that uses a linear approximation of the primal function instead of the standard proximal step, resulting…