MACALUSO, ANTONIO
MACALUSO, ANTONIO
DIPARTIMENTO DI FISICA E ASTRONOMIA "AUGUSTO RIGHI"
Personale esterno ed autonomi
An efficient quantum algorithm for ensemble classification using bagging
2024 Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio
Fluorescent Neuronal Cells v2: multi-task, multi-format annotations for deep learning in microscopy
2024 Clissa, Luca; Macaluso, Antonio; Morelli, Roberto; Occhinegro, Alessandra; Piscitiello, Emiliana; Taddei, Ludovico; Luppi, Marco; Amici, Roberto; Cerri, Matteo; Hitrec, Timna; Rinaldi, Lorenzo; Zoccoli, Antonio
Optimizing Deep Learning Models for Cell Recognition in Fluorescence Microscopy: The Impact of Loss Functions on Performance and Generalization
2024 Clissa, L., Macaluso, A., Zoccoli, A
QAL-BP: an augmented Lagrangian quantum approach for bin packing
2024 Cellini, L.; Macaluso, A.; Lombardi, M.
Enabling Non-linear Quantum Operations Through Variational Quantum Splines
2023 Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi, Claudio Sartori
MAQA: a quantum framework for supervised learning
2023 Macaluso A.; Klusch M.; Lodi S.; Sartori C.
A Variational Algorithm for Quantum Neural Networks
2020 Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio
Quantum algorithm for ensemble learning
2020 Macaluso A.; Lodi S.; Sartori C.
Quantum splines for non-linear approximations
2020 Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| An efficient quantum algorithm for ensemble classification using bagging | Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio | 2024-01-01 | IET QUANTUM COMMUNICATION | - | 1.01 Articolo in rivista | IET Quantum Communication - 2024 - Macaluso - An efficient quantum algorithm for ensemble classification using bagging.pdf |
| Fluorescent Neuronal Cells v2: multi-task, multi-format annotations for deep learning in microscopy | Clissa, Luca; Macaluso, Antonio; Morelli, Roberto; Occhinegro, Alessandra; Piscitiello, Emiliana;... Taddei, Ludovico; Luppi, Marco; Amici, Roberto; Cerri, Matteo; Hitrec, Timna; Rinaldi, Lorenzo; Zoccoli, Antonio | 2024-01-01 | SCIENTIFIC DATA | - | 1.01 Articolo in rivista | s41597-024-03005-9.pdf |
| Optimizing Deep Learning Models for Cell Recognition in Fluorescence Microscopy: The Impact of Loss Functions on Performance and Generalization | Clissa, L., Macaluso, A., Zoccoli, A | 2024-01-01 | - | Springer | 2.01 Capitolo / saggio in libro | - |
| QAL-BP: an augmented Lagrangian quantum approach for bin packing | Cellini, L.; Macaluso, A.; Lombardi, M. | 2024-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | - |
| Enabling Non-linear Quantum Operations Through Variational Quantum Splines |
Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi, Claudio Sartori |
2023-01-01 | - | Springer Nature Switzerland | 4.01 Contributo in Atti di convegno | - |
| MAQA: a quantum framework for supervised learning | Macaluso A.; Klusch M.; Lodi S.; Sartori C. | 2023-01-01 | QUANTUM INFORMATION PROCESSING | - | 1.01 Articolo in rivista | MAQA - a quantum framework for unsupervised learning.pdf |
| A Variational Algorithm for Quantum Neural Networks | Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio | 2020-01-01 | - | - | 4.01 Contributo in Atti di convegno | A_Variational_algorithm_for_Quantum_Neural_Networks.pdf |
| Quantum algorithm for ensemble learning | Macaluso A.; Lodi S.; Sartori C. | 2020-01-01 | - | CEUR Workshop Proceedings (CEUR-WS.org) | 4.01 Contributo in Atti di convegno | - |
| Quantum splines for non-linear approximations | Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio | 2020-01-01 | - | - | 4.01 Contributo in Atti di convegno | 2303.05428.pdf |