A Decentralized Variance-Reduced Method for Stochastic Optimization Over Directed Graphs. - Muhammad I. Qureshi; Ran Xin; Soummya Kar; Usman A. Khan (ICASSP, 2021)

S-ADDOPT: Decentralized Stochastic First-Order Optimization Over Directed Graphs. - Muhammad I. Qureshi; Ran Xin; Soummya Kar; Usman A. Khan (IEEE Control. Syst. Lett., 2021)

Stochastic First-Order Methods Over Distributed Data. - Muhammad I. Qureshi; Usman A. Khan (SAM, 2022)

Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs. - Muhammad I. Qureshi; Ran Xin; Soummya Kar; Usman A. Khan (IEEE Control. Syst. Lett., 2022)

Variance Reduced Stochastic Optimization Over Directed Graphs with Row and Column Stochastic Weights. - Muhammad I. Qureshi; Ran Xin; Soummya Kar; Usman A. Khan (ACSSC, 2023)

A Distributed First-Order Optimization Method for Strongly Concave-Convex Saddle-Point Problems. - Muhammad I. Qureshi; Usman A. Khan (CAMSAP, 2023)

A Distributed Stochastic First-Order Method for Strongly Concave-Convex Saddle Point Problems. - Muhammad I. Qureshi; Usman A. Khan (CDC, 2023)

Distributed Saddle Point Problems for Strongly Concave-Convex Functions. - Muhammad I. Qureshi; Usman A. Khan (IEEE Trans. Signal Inf. Process. over Networks, 2023)

Peer-to-Peer Model-Agnostic Meta-Learning. - Muhammad I. Qureshi; Usman A. Khan (SAM, 2024)

Log-Scale Quantization in Distributed First-Order Methods: Gradient-Based Learning From Distributed Data. - Mohammadreza Doostmohammadian; Muhammad I. Qureshi; Mohammad Hossein Khalesi; Hamid R. Rabiee; Usman A. Khan (IEEE Trans Autom. Sci. Eng., 2025)