17 citations · 25 across the 4 of their papers we have counts for
4 papers
Randomized Implicitly Restarted Arnoldi method for the non-symmetric eigenvalue problem
Jean-Guillaume de Damas, Laura Grigori
In this paper, we introduce a randomized algorithm for solving the non-symmetric eigenvalue problem, referred to as randomized Implicitly Restarted Arnoldi (rIRA). This method reli…
Randomized Orthogonal Projection Methods for Krylov Subspace Solvers
Edouard Timsit, Laura Grigori, Oleg Balabanov
Randomized orthogonal projection methods (ROPMs) can be used to speed up the computation of Krylov subspace methods in various contexts. Through a theoretical and numerical investi…
Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software
Riley Murray, James Demmel, Michael W. Mahoney +10
Randomized numerical linear algebra - RandNLA, for short - concerns the use of randomization as a resource to develop improved algorithms for large-scale linear algebra computation…
MAPPRAISER: A massively parallel map-making framework for multi-kilo pixel CMB experiments
Hamza El Bouhargani, Aygul Jamal, Dominic Beck +3
Forthcoming cosmic microwave background (CMB) polarized anisotropy experiments have the potential to revolutionize our understanding of the Universe and fundamental physics. The so…