| 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 | 23 | 2020 |
| GA4QCO: genetic algorithm for quantum circuit optimization L Sünkel, D Martyniuk, D Mattern, J Jung, A Paschke arXiv preprint arXiv:2302.01303, 2023 | 4 | 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 |
| Towards Federated Learning on the Quantum Internet L Sünkel, M Kölle, T Rohe, T Gabor arXiv preprint arXiv:2402.09902, 2024 | 1 | 2024 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| Exploring unsupervised anomaly detection with quantum boltzmann machines in fraud detection J Stein, D Schuman, M Benkard, T Holger, W Sajko, M Kölle, J Nüßlein, ... arXiv preprint arXiv:2306.04998, 2023 | 1 | 2023 |
| Applying an Evolutionary Algorithm to Minimize Teleportation Costs in Distributed Quantum Computing L Sünkel, M Dawar, T Gabor arXiv preprint arXiv:2311.18529, 2023 | | 2023 |
| Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures M Kölle, J Maurer, P Altmann, L Sünkel, J Stein, C Linnhoff-Popien arXiv preprint arXiv:2311.05559, 2023 | | 2023 |
| Wie gelingt meinem Unternehmen der Einstieg ins Quantencomputing? Über das Ökosystem für die Quantencomputing-Anwenderkompetenz des QAR-Lab J Stein, L Borrmann, S Feld, T Gabor, C Roch, L Sünkel, S Zielinski, ... Digitale Welt 5, 18-23, 2021 | | 2021 |
| Quantum Federated Learning for Image Classification L Sünkel, P Altmann, M Kölle, T Gabor | | |
