1 code implementation • 20 Jul 2023 • Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Müller, Claudia Linnhoff-Popien
As an application domain where the slightest qualitative improvements can yield immense value, finance is a promising candidate for early quantum advantage.
no code implementations • 9 Jun 2023 • Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien
Inspired by the remarkable success of artificial neural networks across a broad spectrum of AI tasks, variational quantum circuits (VQCs) have recently seen an upsurge in quantum machine learning applications.
no code implementations • 22 Dec 2022 • Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien
In recent years, quantum machine learning has seen a substantial increase in the use of variational quantum circuits (VQCs).