21 citations · 52 across the 12 of their papers we have counts for
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math.OC2022
ALS: Augmented Lagrangian Sketching Methods for Linear Systems
Md Sarowar Morshed
We develop two fundamental stochastic sketching techniques; Penalty Sketching (PS) and Augmented Lagrangian Sketching (ALS) for solving consistent linear systems. The proposed PS a…
math.OC2022
Augmented Newton Method for Optimization: Global Linear Rate and Momentum Interpretation
Md Sarowar Morshed
We propose two variants of Newton method for solving unconstrained minimization problem. Our method leverages optimization techniques such as penalty and augmented Lagrangian metho…
math.OC2022
Penalty & Augmented Kaczmarz Methods For Linear Systems & Linear Feasibility Problems
Md Sarowar Morshed
In this work, we shed light on the so-called Kaczmarz method for solving Linear System (LS) and Linear Feasibility (LF) problems from a optimization point of view. We introduce wel…