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Fast Randomized Algorithms for Low-Rank Matrix Approximations for Generalized Singular Value Decomposition with Applications

Published Online: 2026-03-27

Published Print: 2026-05

Authors

Xu, Weiwei

Shen, Weijie

Li, Wen

Gao, Weiguo https://orcid.org/0009-0003-6675-8754
Li, Yingzhou
Funding

Funding for this research was provided by:

National Key Research and Development Program of China (2021YFA1003305)

Natural Science Foundation of China (11971243)

Natural Science Foundation of China (U1811464)

Peng Cheng Laboratory (PCL2023AS1-2)

Postgraduate Research & Practice Innovation Program of Jiangsu Province (KYCX24_1402)

Natural Science Foundation of China (12471351)
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Text and Data Mining valid from 2026-03-27

Version of Record valid from 2026-03-27
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Article History

Received: 19 September 2024

Revised: 21 November 2025

Accepted: 4 February 2026

First Online: 27 March 2026

Declarations

:

: This work was supported by Natural Science Foundation of China under Grant No. U1811464.

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