17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.CE2023
Fast multiplication of random dense matrices with fixed sparse matrices
Tianyu Liang, Riley Murray, Aydın Buluç +1
This work focuses on accelerating the multiplication of a dense random matrix with a (fixed) sparse matrix, which is frequently used in sketching algorithms. We develop a novel sch…
math.NA2023★ 17 cited
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…