34 citations · 123 across the 18 of their papers we have counts for
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cs.LG2020★ 6 cited
Binary matrix factorization on special purpose hardware
Osman Asif Malik, Hayato Ushijima-Mwesigwa, Arnab Roy +2
Many fundamental problems in data mining can be reduced to one or more NP-hard combinatorial optimization problems. Recent advances in novel technologies such as quantum and quantu…
math.NA2020
A Sampling-Based Method for Tensor Ring Decomposition
Osman Asif Malik, Stephen Becker
We propose a sampling-based method for computing the tensor ring (TR) decomposition of a data tensor. The method uses leverage score sampled alternating least squares to fit the TR…