Muhammad I. Qureshi

16 papers Misc 2Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Distributed Fine-Tuning of Vision Transformer Models.
EUSIPCO
Muhammad I. Qureshi, Usman A. Khan
2025 J jnl
Log-Scale Quantization in Distributed First-Order Methods: Gradient-Based Learning From Distributed Data.
IEEE Trans Autom. Sci. Eng.
Mohammadreza Doostmohammadian, Muhammad I. Qureshi, Mohammad Hossein Khalesi, Hamid R. Rabiee, Usman A. Khan
2024 J jnl
Log-Scale Quantization in Distributed First-Order Methods: Gradient-based Learning from Distributed Data.
CoRR
Mohammadreza Doostmohammadian, Muhammad I. Qureshi, Mohammad Hossein Khalesi, Hamid R. Rabiee, Usman A. Khan
2024 — conf
Peer-to-Peer Model-Agnostic Meta-Learning.
SAM
Muhammad I. Qureshi, Usman A. Khan
2023 — conf
A Distributed First-Order Optimization Method for Strongly Concave-Convex Saddle-Point Problems.
CAMSAP
Muhammad I. Qureshi, Usman A. Khan
2023 — conf
A Distributed Stochastic First-Order Method for Strongly Concave-Convex Saddle Point Problems.
CDC
Muhammad I. Qureshi, Usman A. Khan
2023 J jnl
Distributed Saddle Point Problems for Strongly Concave-Convex Functions.
IEEE Trans. Signal Inf. Process. over Networks
Muhammad I. Qureshi, Usman A. Khan
2023 Misc conf
Variance Reduced Stochastic Optimization Over Directed Graphs with Row and Column Stochastic Weights.
ACSSC
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2022 J jnl
Distributed saddle point problems for strongly concave-convex functions.
CoRR
Muhammad I. Qureshi, Usman A. Khan
2022 J jnl
Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs.
IEEE Control. Syst. Lett.
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2022 — conf
Stochastic First-Order Methods Over Distributed Data.
SAM
Muhammad I. Qureshi, Usman A. Khan
2022 J jnl
Variance reduced stochastic optimization over directed graphs with row and column stochastic weights.
CoRR
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2021 Misc conf
A Decentralized Variance-Reduced Method for Stochastic Optimization Over Directed Graphs.
ICASSP
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2021 J jnl
S-ADDOPT: Decentralized Stochastic First-Order Optimization Over Directed Graphs.
IEEE Control. Syst. Lett.
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2020 J jnl
Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs.
CoRR
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan
2020 J jnl
S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs.
CoRR
Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan