Publications

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1. Antonio Macaluso; Luca Clissa; Stefano Lodi; Claudio Sartori

   An efficient quantum algorithm for ensemble classification using bagging

   In: IET Quantum Communication, Vol. 1, Pages 1-16, Wiley, 1/2024.

2. Matteo Antonio Inajetovic; Filippo Orazi; Antonio Macaluso; Stefano Lodi; Claudio Sartori

   Enabling Non-linear Quantum Operations Through Variational Quantum Splines

   In: CCS 2023 Conference Proceedings. International Conference on Computational Science (ICCS-2023), July 3-5, Prague, Czech Republic, Pages 177-192, …

3. Antonio Macaluso; Matthias Klusch; Stefano Lodi; Claudio Sartori

   MAQA: A Quantum Framework for Supervised Learning

   In: Quantum Information Processing (QIP), Vol. 22, Pages X-X, Springer Nature, 2023.

4. Supreeth Venkatesh; Antonio Macaluso; Matthias Klusch

   GCS-Q: Quantum Graph Coalition Structure Generation

   In: ICCS 2023 Conference Proceedings. International Conference on Computational Science (ICCS-2023), July 3-5, Prague, Czech Republic, Springer, 2023.

5. Supreeth Mysore Venkatesh; Antonio Macaluso; Marlon Nuske; Matthias Klusch; Andreas Dengel

   Q-seg: Quantum annealing-based unsupervised image segmentation

   In: ArXiv e-prints (arxiv), Vol. arXiv:2311.12912, Pages 1-8, arXiv, 2023.

6. Supreeth Venkatesh; Antonio Macaluso; Matthias Klusch

   BILP-Q: Quantum Coalition Structure Generation

   In: Proceedings of 19th ACM International Conference on Computing Frontiers. ACM International Conference on Computing Frontiers (CF-2022), May 17-19, …

7. Antonio Macaluso; Filippo Orazi; Matthias Klusch; Stefano Lodi; Claudio Sartori

   A Variational Algorithm for Quantum Single Layer Perceptron

   In: Proceedings of 8th International Conference on Machine Learning, Optimization, and Data Science (LOD). Machine Learning, Optimization, and Data …

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