Muhammad I. Qureshi

According to our database, Muhammad I. Qureshi authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

CoRR, 2024

Peer-to-Peer Model-Agnostic Meta-Learning.

Muhammad I. Qureshi, Usman A. Khan

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

2023

Distributed Saddle Point Problems for Strongly Concave-Convex Functions.

Muhammad I. Qureshi, Usman A. Khan

IEEE Trans. Signal Inf. Process. over Networks, 2023

A Distributed Stochastic First-Order Method for Strongly Concave-Convex Saddle Point Problems.

Muhammad I. Qureshi, Usman A. Khan

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

A Distributed First-Order Optimization Method for Strongly Concave-Convex Saddle-Point Problems.

Muhammad I. Qureshi, Usman A. Khan

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

Variance Reduced Stochastic Optimization Over Directed Graphs with Row and Column Stochastic Weights.

Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

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

Stochastic First-Order Methods Over Distributed Data.

Muhammad I. Qureshi, Usman A. Khan

Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

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

A Decentralized Variance-Reduced Method for Stochastic Optimization Over Directed Graphs.

Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan

Proceedings of the IEEE International Conference on Acoustics, 2021