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Robust, randomized preconditioning for kernel ridge regression

Robust, randomized preconditioning for kernel ridge regression

24 April 2023
Mateo Díaz
Ethan N. Epperly
Zachary Frangella
J. Tropp
R. Webber
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Papers citing "Robust, randomized preconditioning for kernel ridge regression"

4 / 4 papers shown
Title
Supervised Kernel Thinning
Supervised Kernel Thinning
Albert Gong
Kyuseong Choi
Raaz Dwivedi
31
0
0
17 Oct 2024
Embrace rejection: Kernel matrix approximation by accelerated randomly pivoted Cholesky
Embrace rejection: Kernel matrix approximation by accelerated randomly pivoted Cholesky
Ethan N. Epperly
J. Tropp
R. Webber
34
4
0
04 Oct 2024
Faster Linear Systems and Matrix Norm Approximation via Multi-level Sketched Preconditioning
Faster Linear Systems and Matrix Norm Approximation via Multi-level Sketched Preconditioning
Michal Dereziñski
Christopher Musco
Jiaming Yang
50
2
0
09 May 2024
Sharp analysis of low-rank kernel matrix approximations
Sharp analysis of low-rank kernel matrix approximations
Francis R. Bach
86
280
0
09 Aug 2012
1