40 citations · 40 across the 4 of their papers we have counts for
4 papers
Mitigating Exponential Mixed Frequency Growth through Frequency Selection
Michael Poppel, David Bucher, Maximilian Zorn +4
Angle encoding has emerged as a popular feature map for embedding classical data into quantum models, naturally generating truncated Fourier series with universal function approxim…
Quantum Annealing Hyperparameter Analysis for Optimal Sensor Placement in Production Environments
Nico Kraus, Marvin Erdmann, Alexander Kuzmany +2
To increase efficiency in automotive manufacturing, newly produced vehicles can move autonomously from the production line to the distribution area. This requires an optimal placem…
Towards Robust Benchmarking of Quantum Optimization Algorithms
David Bucher, Nico Kraus, Jonas Blenninger +3
Benchmarking the performance of quantum optimization algorithms is crucial for identifying utility for industry-relevant use cases. Benchmarking processes vary between optimization…
Applying QNLP to sentiment analysis in finance
Jonas Stein, Ivo Christ, Nicolas Kraus +3
As an application domain where the slightest qualitative improvements can yield immense value, finance is a promising candidate for early quantum advantage. Focusing on the rapidly…