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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…
cs.LG2020
Ising-based Consensus Clustering on Specialized Hardware
Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa +1
The emergence of specialized optimization hardware such as CMOS annealers and adiabatic quantum computers carries the promise of solving hard combinatorial optimization problems mo…