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20232025
most citedRandomized low-rank approximation of parameter-dependent matrices

1 citations · 1 across the 5 of their papers we have counts for

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math.NA2024

Randomized low-rank Runge-Kutta methods

Hei Yin Lam, Gianluca Ceruti, Daniel Kressner

This work proposes and analyzes a new class of numerical integrators for computing low-rank approximations to solutions of matrix differential equation. We combine an explicit Rung…

math.NA2024

Subspace embedding with random Khatri-Rao products and its application to eigensolvers

Zvonimir Bujanović, Luka Grubišić, Daniel Kressner +1

Various iterative eigenvalue solvers have been developed to compute parts of the spectrum for a large sparse matrix, including the power method, Krylov subspace methods, contour in…