A hybrid solution method for the capacitated vehicle routing problem using a quantum annealer S Feld, C Roch, T Gabor, C Seidel, F Neukart, I Galter, W Mauerer, ... Frontiers in ICT 6, 13, 2019 | 168 | 2019 |

The holy grail of quantum artificial intelligence: major challenges in accelerating the machine learning pipeline T Gabor, L Sünkel, F Ritz, T Phan, L Belzner, C Roch, S Feld, ... Proceedings of the IEEE/ACM 42nd international conference on software …, 2020 | 24 | 2020 |

Assessing solution quality of 3SAT on a quantum annealing platform T Gabor, S Zielinski, S Feld, C Roch, C Seidel, F Neukart, I Galter, ... Quantum Technology and Optimization Problems: First International Workshop …, 2019 | 16 | 2019 |

Cross entropy hyperparameter optimization for constrained problem Hamiltonians applied to QAOA C Roch, A Impertro, T Phan, T Gabor, S Feld, C Linnhoff-Popien 2020 International Conference on Rebooting Computing (ICRC), 50-57, 2020 | 8 | 2020 |

A flexible pipeline for the optimization of CSG trees M Friedrich, C Roch, S Feld, C Hahn, PA Fayolle arXiv preprint arXiv:2008.03674, 2020 | 8 | 2020 |

Nash Equilibria in Multi-Agent Swarms. C Hahn, T Phan, S Feld, C Roch, F Ritz, A Sedlmeier, T Gabor, ... ICAART (1), 234-241, 2020 | 8 | 2020 |

The effect of penalty factors of constrained Hamiltonians on the eigenspectrum in quantum annealing C Roch, D Ratke, J Nüßlein, T Gabor, S Feld ACM Transactions on Quantum Computing 4 (2), 1-18, 2023 | 7 | 2023 |

Cross entropy optimization of constrained problem Hamiltonians for quantum annealing C Roch, A Impertro, C Linnhoff-Popien International Conference on Computational Science, 60-73, 2021 | 6 | 2021 |

A quantum annealing algorithm for finding pure Nash equilibria in graphical games C Roch, T Phan, S Feld, R Müller, T Gabor, C Hahn, C Linnhoff-Popien Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 6 | 2020 |

The capacitated vehicle routing problem: A hybrid solution method using a quantum annealer C Roch, S Langer Digitale Welt 3, 30-33, 2019 | 6 | 2019 |

Black box optimization using qubo and the cross entropy method J Nüßlein, C Roch, T Gabor, J Stein, C Linnhoff-Popien, S Feld International Conference on Computational Science, 48-55, 2023 | 5 | 2023 |

A Grover based quantum algorithm for finding pure Nash equilibria in graphical games C Roch, SL Castillo, C Linnhoff-Popien 2022 IEEE 19th International Conference on Software Architecture Companion …, 2022 | 5 | 2022 |

Modifying the quantum-assisted genetic algorithm T Gabor, M Lachner, N Kraus, C Roch, J Stein, D Ratke, ... Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 4 | 2022 |

Towards transfer learning for large-scale image classification using annealing-based quantum boltzmann machines D Schuman, L Sünkel, P Altmann, J Stein, C Roch, T Gabor, ... 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 3 | 2023 |

Hybrid quantum machine learning assisted classification of COVID-19 from computed tomography scans L Sünkel, D Martyniuk, JJ Reichwald, A Morariu, RH Seggoju, P Altmann, ... 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 3 | 2023 |

Sequent: Towards traceable quantum machine learning using sequential quantum enhanced training P Altmann, L Sünkel, J Stein, T Müller, C Roch, C Linnhoff-Popien arXiv preprint arXiv:2301.02601, 2023 | 3 | 2023 |

Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning T Phan, T Gabor, R Müller, C Roch, C Linnhoff-Popien arXiv preprint arXiv:1907.05861, 2019 | 3 | 2019 |

Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines T Müller, C Roch, K Schmid, P Altmann arXiv preprint arXiv:2109.10900, 2021 | 2 | 2021 |

The dynamic time warping distance measure as qu bo formulation S Feld, C Roch, T Gabor, XTM To, C Linnhoff-Popien 2020 5th International Conference on Computer and Communication Systems …, 2020 | 2 | 2020 |

Soccer Team Vectors R Müller, S Langer, F Ritz, C Roch, S Illium, C Linnhoff-Popien Machine Learning and Knowledge Discovery in Databases: International …, 2020 | 2 | 2020 |