Projection techniques to update the truncated SVD of evolving matrices

Vassilis Kalantzis, Georgios Kollias, Shashanka Ubaru +3

This paper considers the problem of updating the rank-k truncated Singular Value Decomposition (SVD) of matrices subject to the addition of new rows and/or columns over time. Such…