Binary matrix factorization on special purpose hardware. (arXiv:2010.08693v2 [cs.LG] UPDATED)

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 quantum-inspired hardware promise a
substantial speedup for solving these problems compared to when using general
purpose computers but often require the problem to be modeled in a special
form, such as an Ising or quadratic unconstrained binary optimization (QUBO)
model, in order to take advantage of these devices. In this work, we focus on …

arxiv factorization hardware