Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
overcome these challenges. Discussion on the Applicability of SVD Data Size: For extremely large datasets, the computation of SVD can be time-consuming and resource-intensive. Although optimization algorithms and approximate methods exist, large-scale data SVD computation remains a challenge. Data