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cs.MS2024
svds-C: A Multi-Thread C Code for Computing Truncated Singular Value Decomposition
Xu Feng, Wenjian Yu, Yuyang Xie
This article presents svds-C, an open-source and high-performance C program for accurately and robustly computing truncated SVD, e.g. computing several largest singular values and…
cs.MS2024
Algorithm xxx: Faster Randomized SVD with Dynamic Shifts
Xu Feng, Wenjian Yu, Yuyang Xie +1
Aiming to provide a faster and convenient truncated SVD algorithm for large sparse matrices from real applications (i.e. for computing a few of largest singular values and the corr…