9 citations · 19 across the 24 of their papers we have counts for
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math.OC2022★ 1 cited
Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition
Michał Dereziński, Elizaveta Rebrova
Sketch-and-project is a framework which unifies many known iterative methods for solving linear systems and their variants, as well as further extensions to non-linear optimization…
math.NA2022★ 9 cited
On Block Accelerations of Quantile Randomized Kaczmarz for Corrupted Systems of Linear Equations
Lu Cheng, Benjamin Jarman, Deanna Needell +1
With the growth of large data as well as large-scale learning tasks, the need for efficient and robust linear system solvers is greater than ever. The randomized Kaczmarz method (R…