21 citations · 65 across the 21 of their papers we have counts for
7 papers · 1 filter
Stochastic Steepest Descent Methods for Linear Systems: Greedy Sampling & Momentum
Md Sarowar Morshed, Sabbir Ahmad, Md Noor-E-Alam
Recently proposed adaptive Sketch & Project (SP) methods connect several well-known projection methods such as Randomized Kaczmarz (RK), Randomized Block Kaczmarz (RBK), Motzkin Re…
Sketch & Project Methods for Linear Feasibility Problems: Greedy Sampling & Momentum
Md Sarowar Morshed, Md. Noor-E-Alam
We develop two greedy sampling rules for the Sketch & Project method for solving linear feasibility problems. The proposed greedy sampling rules generalize the existing max-distanc…
Two-Stage Stochastic Optimization Frameworks to Aid in Decision-Making Under Uncertainty for Variable Resource Generators Participating in a Sequential Energy Market
Razan A. H. Al-Lawati, Jose L. Crespo-Vazquez, Tasnim Ibn Faiz +2
Decisions for a variable renewable resource generators commitment in the energy market are typically made in advance when little information is obtainable about wind availability a…
A Computational Framework for Solving Nonlinear Binary OptimizationProblems in Robust Causal Inference
Md Saiful Islam, Md Sarowar Morshed, Md. Noor-E-Alam
Identifying cause-effect relations among variables is a key step in the decision-making process. While causal inference requires randomized experiments, researchers and policymaker…
Heavy Ball Momentum Induced Sampling Kaczmarz Motzkin Methods for Linear Feasibility Problems
Md Sarowar Morshed, Md. Noor-E-Alam
The recently proposed Sampling Kaczmarz Motzkin (SKM) algorithm performs well in comparison with the state-of-the-art methods in solving large-scale Linear Feasibility (LF) problem…
Sampling Kaczmarz Motzkin Method for Linear Feasibility Problems: Generalization & Acceleration
Md Sarowar Morshed, Md Saiful Islam, Md. Noor-E-Alam
Randomized Kaczmarz (RK), Motzkin Method (MM) and Sampling Kaczmarz Motzkin (SKM) algorithms are commonly used iterative techniques for solving a system of linear inequalities (i.e…