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 | 89 | 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 | 17 | 2020 |

„A hybrid solution method for the capacitated vehicle routing problem using a quantum annealer “Front S Feld, C Roch, T Gabor, C Seidel, F Neukart, I Galter, W Mauerer, ... ICT 6 (13), 10.3389, 2019 | 8 | 2019 |

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 | 7 | 2020 |

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 |

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 | 5 | 2020 |

Nash equilibria in multi-agent swarms C Hahn, T Phan, S Feld, C Roch, F Ritz, A Sedlmeier, T Gabor, ... Icaart: Proceedings of the 12Th International Conference on Agents and …, 2020 | 5 | 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 | 5 | 2019 |

Cross entropy optimization of constrained problem Hamiltonians for quantum annealing C Roch, A Impertro, C Linnhoff-Popien Computational Science–ICCS 2021: 21st International Conference, Krakow …, 2021 | 4 | 2021 |

Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines T Müller, C Roch, K Schmid, P Altmann arXiv preprint arXiv:2109.10900, 2021 | 1 | 2021 |

The UQ Platform: A Unifed Approach To Q uantum Annealing T Gabor, S Zielinski, C Roch, S Feld, C Linnhoff-Popien 2020 5th International Conference on Computer and Communication Systems …, 2020 | 1 | 2020 |

Approximating Archetypal Analysis Using Quantum Annealing. S Feld, C Roch, K Geirhos, T Gabor ESANN, 292-296, 2020 | 1 | 2020 |

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 | 1 | 2019 |

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 | | 2023 |

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 | | 2022 |

Optimization of QKD Networks with Classical and Quantum Annealing B Godar, C Roch, J Stein, M Geitz, B Lehmann, M Gunkel, V Fürst, ... arXiv preprint arXiv:2206.14109, 2022 | | 2022 |

Black Box Optimization Using QUBO and the Cross Entropy Method J Nüßlein, C Roch, T Gabor, C Linnhoff-Popien, S Feld arXiv preprint arXiv:2206.12510, 2022 | | 2022 |

A Quantum Annealing Approach for Solving Hard Variants of the Stable Marriage Problem C Roch, D Winderl, C Linnhoff-Popien, S Feld Innovations for Community Services: 22nd International Conference, I4CS 2022 …, 2022 | | 2022 |

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 | | 2022 |