Muhammad I. Qureshi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Binary Matrices

Stochastic Optimization

Top Venues

IEEE Control. Syst. Lett.

Publications

Mohammadreza Doostmohammadian, Muhammad I. Qureshi, Mohammad Hossein Khalesi, Hamid R. Rabiee, Usman A. Khan
Log-Scale Quantization in Distributed First-Order Methods: Gradient-based Learning from Distributed Data. CoRR (2024)
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
Variance Reduced Stochastic Optimization Over Directed Graphs with Row and Column Stochastic Weights. ACSSC (2023)
Muhammad I. Qureshi, Usman A. Khan
A Distributed Stochastic First-Order Method for Strongly Concave-Convex Saddle Point Problems. CDC (2023)
Muhammad I. Qureshi, Usman A. Khan
A Distributed First-Order Optimization Method for Strongly Concave-Convex Saddle-Point Problems. CAMSAP (2023)
Muhammad I. Qureshi, Usman A. Khan
Distributed Saddle Point Problems for Strongly Concave-Convex Functions. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs. IEEE Control. Syst. Lett. 6 (2022)
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
Variance reduced stochastic optimization over directed graphs with row and column stochastic weights. CoRR (2022)
Muhammad I. Qureshi, Usman A. Khan
Stochastic First-Order Methods Over Distributed Data. SAM (2022)
Muhammad I. Qureshi, Usman A. Khan
Distributed saddle point problems for strongly concave-convex functions. CoRR (2022)
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
S-ADDOPT: Decentralized Stochastic First-Order Optimization Over Directed Graphs. IEEE Control. Syst. Lett. 5 (3) (2021)
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
A Decentralized Variance-Reduced Method for Stochastic Optimization Over Directed Graphs. ICASSP (2021)
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs. CoRR (2020)
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs. CoRR (2020)