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quant-ph2023★ 17 cited
Quantum Kernel Alignment with Stochastic Gradient Descent
Gian Gentinetta, David Sutter, Christa Zoufal +2
Quantum support vector machines have the potential to achieve a quantum speedup for solving certain machine learning problems. The key challenge for doing so is finding good quantu…
quant-ph2023★ 7 cited
Optimal wire cutting with classical communication
Lukas Brenner, Christophe Piveteau, David Sutter
Circuit knitting is the process of partitioning large quantum circuits into smaller subcircuits such that the result of the original circuits can be deduced by only running the sub…