4 citations · 7 across the 6 of their papers we have counts for
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math.NA2021
Efficient algorithms for computing rank-revealing factorizations on a GPU
Nathan Heavner, Chao Chen, Abinand Gopal +1
Standard rank-revealing factorizations such as the singular value decomposition and column pivoted QR factorization are challenging to implement efficiently on a GPU. A major diffi…
cs.MS2021
Efficient algorithms for computing a rank-revealing UTV factorization on parallel computing architectures
N. Heavner, F. D. Igual, G. Quintana-Ortí +1
The randomized singular value decomposition (RSVD) is by now a well established technique for efficiently computing an approximate singular value decomposition of a matrix. Buildin…