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…