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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Springe zu: 2025 | 2024 | 2023 | 2022
Anzahl der Publikationen: 21

2025

Roshani, Navid; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Zorn, Maximilian; Kölle, Michael; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (April 2025): Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers. ICAART 2024: 16th International Conference on Agents and Artificial Intelligence, Rome, Italy, 24.- 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Agents and Artificial Intelligence. 16th International Conference, ICAART 2024, Bd. 1 Cham: Springer Nature Switzerland. S. 252-271

Kölle, Michael; Maurer, Jonas; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Sünkel, Leo; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Hager, Julian; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (April 2025): Quantum Transfer Learning: The Impact of Classical Preprocessing. ICAART 2024: International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Agents and Artificial Intelligence : 16th International Conference, ICAART 2024, Bd. 2 Cham: Springer Nature Switzerland. S. 368-403

Rohe, Tobias; Grätz, Simon; Kölle, Michael; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): From Problem to Solution: A General Pipeline to Solve Optimisation Problems on Quantum Hardware. FICC 2025: Future of Information and Communication Conference, Berlin, Germany, 28. - 29. April 2025. Arai, Kohei (Hrsg.): In: Advances in Information and Communication. Proceedings of the 2025 Future of Information and Communication Conference (FICC), Bd. 3, Nr. 978-3-031-84460-7 Cham: Springer Nature Switzerland. S. 21-41

Rohe, Tobias; Böhm, Barbara; Kölle, Michael; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Müller, Robert ORCID logoORCID: https://orcid.org/0000-0003-3108-713X und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2025): Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data. ICAART 2025: 17th International Conference on Agents and Artificial Intelligence, Porto, Portugal, 23.- 25. Februar 2025. Rocha, Ana Paula; Steels, Luc und Herik, H. Jaap van den (Hrsg.): In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence, Bd. 3 Setúbal: SciTePress. S. 662-669

2024

Kölle, Michael; Seidl, Daniel; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2024): Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning. QCE 2024: IEEE International Conference on Quantum Computing and Engineering, Montréal, Canada, 15.- 20. September 2024. Culhane, Candace; Byrd, Greg; Muller, Hausi; Alexev, Yuri und Sheldon, Sarah (Hrsg.): In: Proceedings Volume II of III IEEE Quantum Week 2024, Los Alamitos: IEEE Computer Society. S. 323-328

Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Kölle, Michael; Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 und Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 (2024): Cohesive Quantum Circuit Layer Construction with Reinforcement Learning. QCE 2024: IEEE International Conference on Quantum Computing and Engineering, Montréal, QC, Canada, 15.- 20. September 2024. O’Conner, Lisa (Hrsg.): In: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Bd. 1 Los Alamitos: IEEE. S. 1721-1730

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Rohe, Tobias; Nappi, Francesco; Hager, Julian; Bucher, David; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Kölle, Michael und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern. ICAART 2024: 16th International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, Bd. 3 Setúbal: SciTePress. S. 1127-1134

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Poppel, Michael; Adamczyk, Philip; Fabry, Ramona; Wu, Zixing; Kölle, Michael; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Schuman, Daniëlle; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Ehmer, Thomas; Narasimhan, Vijay und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Benchmarking Quantum Surrogate Models on Scarce and Noisy Data. ICAART 2024: 16th International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence - (Volume 3), Setúbal: SciTePress. S. 352-359 [PDF, 338kB]

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Roshani, Navid; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Kölle, Michael und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly. ICAART 2024: 16th International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, Bd. 2 Setúbal: SciTePress. S. 99-109

Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Bärligea, Adelina; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Kölle, Michael; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667; Phan, Thomy und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Quantum Circuit Design: A Reinforcement Learning Challenge. AAMAS 2024: International Conference on Autonomous Agents and Multiagent Systems, Auckland, New Zealand, 06.- 10. Mai 2024. Dastani, Mehdi; Sichman, Jaime Simão; Alechina, Natasha und Dignum, Virginia (Hrsg.): In: AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems. S. 2123-2125

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Schuman, Daniëlle; Benkard, Magdalena; Holger, Thomas; Sajko, Wanja; Kölle, Michael; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Sünkel, Leo; Salomon, Olivier und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection. ICAART 2024: 16th International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, Bd. 2 Setúbal: SciTePress. S. 177-185

Kölle, Michael; Stenzel, Gerhard; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Ommer, Bjorn und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Quantum Denoising Diffusion Models. QSW 2024: IEEE International Conference on Quantum Software, Shenzhen, China, 07. - 13. July 2024. Chang, Rong N.; Chang, Carl K.; Yang, Jingwei; Jin, Zhi; Sheng, Michael; Fan, Jing; Fletcher, Kenneth; He, Qiang; Faro, Ismael; Leymann, Frank; Barzen, Johanna; Puente, Salvador de la; Feld, Sebastian; Wimmer, Manuel; Atukorala, Nimanthi; Wu, Hongyue; Elkouss, David; Garcia-Alonso, Jose und Sarkar, Aritra (Hrsg.): In: Proceedings 2024 IEEE International Conference on Quantum Software : IEEE QSW 2024, Los Alamitos: IEEE. S. 88-98

Kölle, Michael; Maurer, Jonas; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Sünkel, Leo; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures. ICAART 2024 : International Conference on Agents and Artificial Intelligence, Rom, Italien, 24. - 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, Bd. 3 Setúbal: SciTePress. S. 649-656

Kölle, Michael; Hgog, Mohamad; Ritz, Fabian ORCID logoORCID: https://orcid.org/0000-0001-7707-1358; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Quantum Advantage Actor-Critic for Reinforcement Learning. ICAART 2024: International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, Bd. 1 Setúbal: SciTePress. S. 297-304

Kölle, Michael; Schubert, Tom; Altmann, Philipp ORCID logoORCID: https://orcid.org/0000-0003-1134-176X; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. ICAART 2024: International Conference on Agents and Artificial Intelligence, Rome, Italy, 24. - 26. Februar 2024. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, Bd. 1 Setúbal: SciTePress. S. 83-94

Kölle, Michael; Stenzel, Gerhard; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Ommer, Björn ORCID logoORCID: https://orcid.org/0000-0003-0766-120X und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Quantum Denoising Diffusion Models. 2024 IEEE International Conference on Quantum Software (QSW), Shenzhen, China, 7. - 13. Juli 2024. S. 88-98

Kölle, Michael; Giovagnoli, Alessandro; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Mansky, Maximilian; Hager, Julian; Rohe, Tobias; Müller, Robert und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2024): Weight Re-mapping for Variational Quantum Algorithms. ICAART 2023: 15th International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 22. - 24. Februar 2023. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Agents and Artificial Intelligence : 15th International Conference, ICAART 2023 Lisbon, Portugal, February 22–24, 2023 Revised Selected Papers, Cham: Springer. S. 286-309

2023

Kölle, Michael; Giovagnoli, Alessandro; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Mansky, Maximilian; Hager, Julian und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping. ICAART 2023: 15th International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 22. - 24. Februar 2023. Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.): In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, Bd. 2 Setúbal: SciTePress. S. 251-258 [PDF, 584kB]

Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Gabor, Thomas ORCID logoORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon Portugal, July 15 - 19, 2023. Silva, Sara und Paquete, Luís (Hrsg.): In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, New York, NY, United States: Association for Computing Machinery. S. 2263-2271

Stein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-5727-9151; Chamanian, Farbod ORCID logoORCID: https://orcid.org/0009-0002-3027-8241; Zorn, Maximilian ORCID logoORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID logoORCID: https://orcid.org/0000-0001-7129-1237; Zielinski, Sebastian ORCID logoORCID: https://orcid.org/0009-0000-0894-8996 und Linnhoff-Popien, Claudia ORCID logoORCID: https://orcid.org/0000-0001-6284-9286 (2023): Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon, Portugal, 15. - 19. Juli 2023. Silva, Sara und Paquete, Luís (Hrsg.): In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, New York, NY, United States: Association for Computing Machinery. S. 2254-2262

2022

Gabor, Thomas; Lachner, Michael; Kraus, Nico; Roch, Christoph; Stein, Jonas; Ratke, Daniel und Linnhoff-Popien, Claudia (2022): Modifying the quantum-assisted genetic algorithm. GECCO '22, Genetic and Evolutionary Computation Conference, Boston Massachusetts, July 9 - 13, 2022. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, New York: Association for Computing Machinery. S. 2205-2213

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