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quant-ph2023★ 1 cited
Quantum Multiple Kernel Learning in Financial Classification Tasks
Shungo Miyabe, Brian Quanz, Noriaki Shimada +11
Financial services is a prospect industry where unlocked near-term quantum utility could yield profitable potential, and, in particular, quantum machine learning algorithms could p…
quant-ph2022
A Gauss-Newton based Quantum Algorithm for Combinatorial Optimization
Mitsuharu Takeori, Takahiro Yamamoto, Ryutaro Ohira +1
In this work, we present a Gauss-Newton based quantum algorithm (GNQA) for combinatorial optimization problems that, under optimal conditions, rapidly converges towards one of the…