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math.NA2021★ 1 cited
Randomized Extended Kaczmarz is a Limit Point of Sketch-and-Project
Benjamin Jarman, Nathan Mankovich, Jacob D. Moorman
The sketch-and-project (SAP) framework for solving systems of linear equations has unified the theory behind popular projective iterative methods such as randomized Kaczmarz, rando…
math.NA2021
QuantileRK: Solving Large-Scale Linear Systems with Corrupted, Noisy Data
Benjamin Jarman, Deanna Needell
Measurement data in linear systems arising from real-world applications often suffers from both large, sparse corruptions, and widespread small-scale noise. This can render many po…