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Algorithmic Gaussianization through Sketching: Converting Data into
  Sub-gaussian Random Designs

Algorithmic Gaussianization through Sketching: Converting Data into Sub-gaussian Random Designs

21 June 2022
Michal Derezinski
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Papers citing "Algorithmic Gaussianization through Sketching: Converting Data into Sub-gaussian Random Designs"

3 / 3 papers shown
Title
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression Problems
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression Problems
Younghyun Cho
James Demmel
Michal Derezinski
Haoyun Li
Hengrui Luo
Michael W. Mahoney
Riley Murray
32
5
0
30 Aug 2023
Sharp Analysis of Sketch-and-Project Methods via a Connection to
  Randomized Singular Value Decomposition
Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition
Michal Derezinski
E. Rebrova
27
16
0
20 Aug 2022
Newton-LESS: Sparsification without Trade-offs for the Sketched Newton
  Update
Newton-LESS: Sparsification without Trade-offs for the Sketched Newton Update
Michal Derezinski
Jonathan Lacotte
Mert Pilanci
Michael W. Mahoney
40
26
0
15 Jul 2021
1