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Schalkers, M.A. (author), Möller, M. (author)In this paper we present an approach to find quantum circuits suitable to mimic probabilistic and search operations on a physical NISQ device. We present both a gradient based and a non-gradient based machine learning approach to optimize the created quantum circuits. In our optimization procedure we make use of a cost function that...conference paper 2022
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Roch, Christoph (author), Winderl, David (author), Linnhoff-Popien, Claudia (author), Feld, S. (author)The Stable Marriage Problem (SMP) describes the problem, of finding a stable matching between two equally sized sets of elements (e.g., males and females) given an ordering of preferences for each element. A matching is stable, when there does not exist any match of a male and female which both prefer each other to their current partner under...conference paper 2022