Tolotti, Emiliano; Blanzieri, Enrico; Pastorello, Davide, A weighted quantum ensemble of homogeneous quantum classifiers, «QUANTUM MACHINE INTELLIGENCE», 2025, 7, Article number: 100, pp. 1 - 15 [articolo]
Melchor Hernandez, Anderson; Girardi, Filippo; Pastorello, Davide; De Palma, Giacomo, Quantitative Convergence of Trained Quantum Neural Networks to a Gaussian Process, «ANNALES HENRI POINCARE'», 2025, published online October 2025, pp. 1 - 57 [articolo]
De Palma, Giacomo; Pastorello, Davide, Quantum Concentration Inequalities and Equivalence of the Thermodynamical Ensembles: An Optimal Mass Transport Approach, «JOURNAL OF STATISTICAL PHYSICS», 2025, 192, pp. 1 - 26 [articolo]
Schmid, Ludwig; Zardini, Enrico; Pastorello, Davide, A general learning scheme for classical and quantum Ising machines, «SCIPOST PHYSICS CORE», 2024, 7, Article number: 013, pp. 1 - 21 [articolo]Open Access
Zardini, Enrico; Blanzieri, Enrico; Pastorello, Davide, A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation, «QUANTUM MACHINE INTELLIGENCE», 2024, 6, Article number: 23, pp. 1 - 22 [articolo]Open Access
De Palma, Giacomo; Klein, Tristan; Pastorello, Davide, Classical shadows meet quantum optimal mass transport, «JOURNAL OF MATHEMATICAL PHYSICS», 2024, 65, pp. 1 - 34 [articolo]
Botteghi, Elisa; Pastorello, Davide; Tantari, Daniele, Cyber Risk Propagation on Networks, in: Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, 14989, pp. 308 - 315 (atti di: Safecomp 2024, Firenze, 17 September 2024) [Contributo in Atti di convegno]Open Access
Emiliano Tolotti, Enrico Zardini, Enrico Blanzieri, Davide Pastorello, Ensembles of quantum classifiers, «QUANTUM INFORMATION & COMPUTATION», 2024, 24, pp. 181 - 209 [articolo]Open Access
Zardini, Enrico; Delilbasic, Amer; Blanzieri, Enrico; Cavallaro, Gabriele; Pastorello, Davide, Local Binary and Multiclass SVMs Trained on a Quantum Annealer, «IEEE TRANSACTIONS ON QUANTUM ENGINEERING», 2024, 5, Article number: 3103512, pp. 1 - 12 [articolo]Open Access
Pastorello, Davide, Quantum Machine Learning: Perspectives in Cybersecurity, in: Computer Safety, Reliability, and Security, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, 14989, pp. 266 - 274 (atti di: 43rd International Conference on Computer Safety, Reliability and Security (SafeComp 2024), Firenze, 17-20 September 2024) [Contributo in Atti di convegno]Open Access
Pastorello, Davide; Blanzieri, Enrico, Scalable quantum neural networks by few quantum resources, «INTERNATIONAL JOURNAL OF QUANTUM INFORMATION», 2024, 22, Article number: 2450018, pp. 1 - 16 [articolo]Open Access
Davide Pastorello, Concise guide to quantum machine learning, Singapore, Springer, 2023, pp. 148 . [libro]
Blanzieri, Enrico; Pastorello, Davide; Cavecchia, Valter; Rumyantsev, Alexander; Maltseva, Mariia, Evaluating the convergence of tabu enhanced hybrid quantum optimization, «QUANTUM INFORMATION PROCESSING», 2023, 22, Article number: 205, pp. 1 - 17 [articolo]Open Access
Zardini, Enrico; Blanzieri, Enrico; Pastorello, Davide, Implementation and empirical evaluation of a quantum machine learning pipeline for local classification, «PLOS ONE», 2023, 18, Article number: e0287869, pp. 1 - 28 [articolo]Open Access
Enrico Blanzieri; Roberto Leporini; Davide Pastorello, Local Approach to Quantum-inspired Classification, «INTERNATIONAL JOURNAL OF THEORETICAL PHYSICS», 2023, 62, Article number: 4, pp. 1 - 10 [articolo]Open Access
