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A generalization of the randomized singular value decomposition
v1v2v3 (latest)

A generalization of the randomized singular value decomposition

27 May 2021
Nicolas Boullé
Alex Townsend
ArXiv (abs)PDFHTML

Papers citing "A generalization of the randomized singular value decomposition"

7 / 7 papers shown
Title
A general error analysis for randomized low-rank approximation with
  application to data assimilation
A general error analysis for randomized low-rank approximation with application to data assimilation
Alexandre Scotto Di Perrotolo
Youssef Diouane
S. Gürol
Xavier Vasseur
23
0
0
08 May 2024
Operator learning without the adjoint
Operator learning without the adjoint
Nicolas Boullé
Diana Halikias
Samuel E. Otto
Alex Townsend
49
4
0
31 Jan 2024
A Mathematical Guide to Operator Learning
A Mathematical Guide to Operator Learning
Nicolas Boullé
Alex Townsend
96
47
0
22 Dec 2023
Elliptic PDE learning is provably data-efficient
Elliptic PDE learning is provably data-efficient
N. Boullé
Diana Halikias
Alex Townsend
83
21
0
24 Feb 2023
Learning Green's functions associated with time-dependent partial
  differential equations
Learning Green's functions associated with time-dependent partial differential equations
N. Boullé
Seick Kim
Tianyi Shi
Alex Townsend
AI4CE
97
26
0
27 Apr 2022
Data-driven discovery of Green's functions with human-understandable
  deep learning
Data-driven discovery of Green's functions with human-understandable deep learning
Nicolas Boullé
Christopher Earls
Alex Townsend
PINNAI4CE
60
60
0
01 May 2021
Learning elliptic partial differential equations with randomized linear
  algebra
Learning elliptic partial differential equations with randomized linear algebra
Nicolas Boullé
Alex Townsend
50
43
0
31 Jan 2021
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