scholarly journals Randomized Projection for Rank-Revealing Matrix Factorizations and Low-Rank Approximations

SIAM Review ◽  
2020 ◽  
Vol 62 (3) ◽  
pp. 661-682
Author(s):  
Jed A. Duersch ◽  
Ming Gu
Keyword(s):  
Low Rank ◽  
Matrix Factorizations ◽  
Rank Revealing ◽  
Low Rank Approximations

scholarly journals Connectome smoothing via low-rank approximations

2019 ◽  
Vol 38 (6) ◽  
pp. 1446-1456 ◽  
Author(s):  
Runze Tang ◽  
Michael Ketcha ◽  
Alexandra Badea ◽  
Evan D. Calabrese ◽  
Daniel S. Margulies ◽  
...  
Keyword(s):  
Low Rank ◽  
Low Rank Approximations

scholarly journals Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD

2018 ◽  
Vol 39 (3) ◽  
pp. 1221-1244 ◽  
Author(s):  
Kim Batselier ◽  
Wenjian Yu ◽  
Luca Daniel ◽  
Ngai Wong
Keyword(s):  
Large Scale ◽  
Low Rank ◽  
Tensor Network ◽  
Low Rank Approximations

Low-rank revealing QR factorizations

1994 ◽  
Vol 1 (1) ◽  
pp. 33-44 ◽  
Author(s):  
Tony F. Chan ◽  
Per Christian Hansen
Keyword(s):  
Low Rank ◽  
Rank Revealing
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