[其他] ICML-Projection techniques to update the truncated SVD of evolving matrices ... [推广有奖]

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发表于 2025-7-27 17:43:45 |AI写论文

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Projection techniques to update the truncated SVD
            of evolving matrices with applications

            Vassilis Kalantzis 1 Georgios Kollias 1 Shashanka Ubaru 1
         Athanasios N. Nikolakopoulos 2 Lior Horesh 1 Kenneth L. Clarkson 3

         Abstract                where E denotes the matrix of newly added rows or columns.
Updating the rank-k truncated Singular Value De-    This process can be repeated several times, where at each
composition (SVD) of a ma ...