21 citations · 125 across the 23 of their papers we have counts for
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cs.DS2020★ 4 cited
Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra
Nadiia Chepurko, Kenneth L. Clarkson, Lior Horesh +2
We create classical (non-quantum) dynamic data structures supporting queries for recommender systems and least-squares regression that are comparable to their quantum analogues. De…
math.NA2020★ 1 cited
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…