191 citations · 227 across the 13 of their papers we have counts for
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quant-ph2022★ 1 cited
Optimization of QKD Networks with Classical and Quantum Annealing
Bob Godar, Christoph Roch, Jonas Stein +5
This paper analyses a classical and a quantum annealing approach to compute the minimum deployment of Quantum Key Distribution (QKD) hardware in a tier 1 provider network. The ense…
cs.LG2022★ 3 cited
Black Box Optimization Using QUBO and the Cross Entropy Method
Jonas Nüßlein, Christoph Roch, Thomas Gabor +3
Black-box optimization (BBO) can be used to optimize functions whose analytic form is unknown. A common approach to realising BBO is to learn a surrogate model which approximates t…