A variational algorithm for quantum neural networks A Macaluso, L Clissa, S Lodi, C Sartori Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 37 | 2020 |
An efficient quantum algorithm for ensemble classification using bagging A Macaluso, L Clissa, S Lodi, C Sartori IET Quantum Communication, 2024 | 17* | 2024 |
A deep learning method for AGILE-GRID gamma-ray burst detection N Parmiggiani, A Bulgarelli, V Fioretti, A Di Piano, A Giuliani, F Longo, ... The Astrophysical Journal 914 (1), 67, 2021 | 10 | 2021 |
BILP-Q: quantum coalition structure generation SM Venkatesh, A Macaluso, M Klusch Proceedings of the 19th ACM International Conference on Computing Frontiers …, 2022 | 9 | 2022 |
Gcs-q: Quantum graph coalition structure generation SM Venkatesh, A Macaluso, M Klusch International Conference on Computational Science, 138-152, 2023 | 8 | 2023 |
A Deep-learning Anomaly-detection Method to Identify Gamma-Ray Bursts in the Ratemeters of the AGILE Anticoincidence System N Parmiggiani, A Bulgarelli, A Ursi, A Macaluso, A Di Piano, V Fioretti, ... The Astrophysical Journal 945 (2), 106, 2023 | 6 | 2023 |
Quantum Algorithm for Ensemble Learning. A Macaluso, S Lodi, C Sartori ICTCS, 149-154, 2020 | 6 | 2020 |
A variational algorithm for quantum single layer perceptron A Macaluso, F Orazi, M Klusch, S Lodi, C Sartori International Conference on Machine Learning, Optimization, and Data Science …, 2022 | 5 | 2022 |
Quantum splines for non-linear approximations A Macaluso, L Clissa, S Lodi, C Sartori Proceedings of the 17th ACM International Conference on Computing Frontiers …, 2020 | 5 | 2020 |
Fluorescent neuronal cells v2 L Clissa, A Occhinegro, E Piscitiello, L Taddei, A Macaluso, R Morelli, ... University of Bologna, 2024 | 4 | 2024 |
MAQA: a quantum framework for supervised learning A Macaluso, M Klusch, S Lodi, C Sartori Quantum Information Processing 22 (3), 159, 2023 | 4 | 2023 |
Self-supervised bernoulli autoencoders for semi-supervised hashing R Ñanculef, F Mena, A Macaluso, S Lodi, C Sartori Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2021 | 4 | 2021 |
Quacs: Variational quantum algorithm for coalition structure generation in induced subgraph games SM Venkatesh, A Macaluso, M Klusch Proceedings of the 20th ACM International Conference on Computing Frontiers …, 2023 | 3 | 2023 |
A novel framework for quantum machine learning A Macaluso alma, 2021 | 3 | 2021 |
QAL-BP: an augmented Lagrangian quantum approach for bin packing L Cellini, A Macaluso, M Lombardi Scientific Reports 14 (1), 5142, 2024 | 2* | 2024 |
Enabling non-linear quantum operations through variational quantum splines MA Inajetovic, F Orazi, A Macaluso, S Lodi, C Sartori International Conference on Computational Science, 177-192, 2023 | 2 | 2023 |
Fluorescent Neuronal Cells v2: multi-task, multi-format annotations for deep learning in microscopy L Clissa, A Macaluso, R Morelli, A Occhinegro, E Piscitiello, L Taddei, ... Scientific Data 11 (1), 184, 2024 | 1 | 2024 |
Q-seg: Quantum annealing-based unsupervised image segmentation SM Venkatesh, A Macaluso, M Nuske, M Klusch, A Dengel arXiv preprint arXiv:2311.12912, 2023 | 1 | 2023 |
Optimizing deep learning models for cell recognition in fluorescence microscopy: The impact of loss functions on performance and generalization L Clissa, A Macaluso, A Zoccoli International Conference on Image Analysis and Processing, 179-190, 2023 | 1 | 2023 |
Quantum Convolutional Neural Networks for the detection of Gamma-Ray Bursts in the AGILE space mission data A Rizzo, N Parmiggiani, A Bulgarelli, A Macaluso, V Fioretti, L Castaldini, ... arXiv preprint arXiv:2404.14133, 2024 | | 2024 |