PASTORELLO, DAVIDE
PASTORELLO, DAVIDE
DIPARTIMENTO DI MATEMATICA
Ricercatori a tempo determinato
A general learning scheme for classical and quantum Ising machines
2024 Schmid, Ludwig; Zardini, Enrico; Pastorello, Davide
A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation
2024 Zardini, Enrico; Blanzieri, Enrico; Pastorello, Davide
Classical shadows meet quantum optimal mass transport
2024 De Palma, Giacomo; Klein, Tristan; Pastorello, Davide
Cyber Risk Propagation on Networks
2024 Botteghi, Elisa; Pastorello, Davide; Tantari, Daniele
Ensembles of quantum classifiers
2024 Emiliano Tolotti, Enrico Zardini, Enrico Blanzieri, Davide Pastorello
Local Binary and Multiclass SVMs Trained on a Quantum Annealer
2024 Zardini, Enrico; Delilbasic, Amer; Blanzieri, Enrico; Cavallaro, Gabriele; Pastorello, Davide
Quantum Machine Learning: Perspectives in Cybersecurity
2024 Pastorello, Davide
Scalable quantum neural networks by few quantum resources
2024 Pastorello, Davide; Blanzieri, Enrico
Concise guide to quantum machine learning
2023 Davide Pastorello
Evaluating the convergence of tabu enhanced hybrid quantum optimization
2023 Blanzieri, Enrico; Pastorello, Davide; Cavecchia, Valter; Rumyantsev, Alexander; Maltseva, Mariia
Implementation and empirical evaluation of a quantum machine learning pipeline for local classification
2023 Zardini, Enrico; Blanzieri, Enrico; Pastorello, Davide
Local Approach to Quantum-inspired Classification
2023 Enrico Blanzieri; Roberto Leporini; Davide Pastorello
An efficient geometric approach to quantum-inspired classifications
2022 Leporini, Roberto; Pastorello, Davide
On Convergence of Tabu-Enhanced Quantum Annealing Algorithm
2022 Rumyantsev A.S.; Pastorello D.; Blanzieri E.; Cavecchia V.
Quantum annealing learning search implementations
2022 Bonomi, Andrea; De Min, Thomas; Zardini, Enrico; Blanzieri, Enrico; Cavecchia, Valter; Pastorello, Davide
Quantum-Inspired Classification Based on Voronoi Tessellation and Pretty-Good Measurements
2022 Leporini R.; Pastorello D.
RECONSTRUCTING BAYESIAN NETWORKS ON A QUANTUM ANNEALER
2022 Zardini E.; Rizzoli M.; Dissegna S.; Blanzieri E.; Pastorello D.
A Quantum Binary Classifier based on Cosine Similarity
2021 Pastorello D.; Blanzieri E.
Learning adiabatic quantum algorithms over optimization problems
2021 Pastorello D.; Blanzieri E.; Cavecchia V.
Support vector machines with quantum state discrimination
2021 Leporini R.; Pastorello D.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A general learning scheme for classical and quantum Ising machines | Schmid, Ludwig; Zardini, Enrico; Pastorello, Davide | 2024-01-01 | SCIPOST PHYSICS CORE | - | 1.01 Articolo in rivista | SciPostPhysCore_7_1_013.pdf |
| A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation | Zardini, Enrico; Blanzieri, Enrico; Pastorello, Davide | 2024-01-01 | QUANTUM MACHINE INTELLIGENCE | - | 1.01 Articolo in rivista | Zardini_et_al-2024-Quantum_Machine_Intelligence.pdf |
| Classical shadows meet quantum optimal mass transport | De Palma, Giacomo; Klein, Tristan; Pastorello, Davide | 2024-01-01 | JOURNAL OF MATHEMATICAL PHYSICS | - | 1.01 Articolo in rivista | - |
| Cyber Risk Propagation on Networks | Botteghi, Elisa; Pastorello, Davide; Tantari, Daniele | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Ensembles of quantum classifiers | Emiliano Tolotti, Enrico Zardini, Enrico Blanzieri, Davide Pastorello | 2024-01-01 | QUANTUM INFORMATION & COMPUTATION | - | 1.01 Articolo in rivista | 0181-0209.pdf |
| Local Binary and Multiclass SVMs Trained on a Quantum Annealer | Zardini, Enrico; Delilbasic, Amer; Blanzieri, Enrico; Cavallaro, Gabriele; Pastorello, Davide | 2024-01-01 | IEEE TRANSACTIONS ON QUANTUM ENGINEERING | - | 1.01 Articolo in rivista | - |
| Quantum Machine Learning: Perspectives in Cybersecurity | Pastorello, Davide | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Scalable quantum neural networks by few quantum resources | Pastorello, Davide; Blanzieri, Enrico | 2024-01-01 | INTERNATIONAL JOURNAL OF QUANTUM INFORMATION | - | 1.01 Articolo in rivista | - |
| Concise guide to quantum machine learning | Davide Pastorello | 2023-01-01 | - | Springer | 3.01 Monografia / trattato scientifico in forma di libro | - |
| Evaluating the convergence of tabu enhanced hybrid quantum optimization | Blanzieri, Enrico; Pastorello, Davide; Cavecchia, Valter; Rumyantsev, Alexander; Maltseva, Mariia | 2023-01-01 | QUANTUM INFORMATION PROCESSING | - | 1.01 Articolo in rivista | TEHQO (002).pdf |
| Implementation and empirical evaluation of a quantum machine learning pipeline for local classification | Zardini, Enrico; Blanzieri, Enrico; Pastorello, Davide | 2023-01-01 | PLOS ONE | - | 1.01 Articolo in rivista | journal.pone.0287869 (1).pdf |
| Local Approach to Quantum-inspired Classification | Enrico Blanzieri; Roberto Leporini; Davide Pastorello | 2023-01-01 | INTERNATIONAL JOURNAL OF THEORETICAL PHYSICS | - | 1.01 Articolo in rivista | Local_QIC.pdf |
| An efficient geometric approach to quantum-inspired classifications | Leporini, Roberto; Pastorello, Davide | 2022-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | s41598-022-12392-1.pdf |
| On Convergence of Tabu-Enhanced Quantum Annealing Algorithm | Rumyantsev A.S.; Pastorello D.; Blanzieri E.; Cavecchia V. | 2022-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Quantum annealing learning search implementations | Bonomi, Andrea; De Min, Thomas; Zardini, Enrico; Blanzieri, Enrico; Cavecchia, Valter; Pastorello..., Davide | 2022-01-01 | QUANTUM INFORMATION & COMPUTATION | - | 1.01 Articolo in rivista | 2212.11132v1.pdf |
| Quantum-Inspired Classification Based on Voronoi Tessellation and Pretty-Good Measurements | Leporini R.; Pastorello D. | 2022-01-01 | QUANTUM REPORTS | - | 1.01 Articolo in rivista | quantumrep-04-00031.pdf |
| RECONSTRUCTING BAYESIAN NETWORKS ON A QUANTUM ANNEALER | Zardini E.; Rizzoli M.; Dissegna S.; Blanzieri E.; Pastorello D. | 2022-01-01 | QUANTUM INFORMATION & COMPUTATION | - | 1.01 Articolo in rivista | BN_on_QA.pdf |
| A Quantum Binary Classifier based on Cosine Similarity | Pastorello D.; Blanzieri E. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Qcosine.pdf |
| Learning adiabatic quantum algorithms over optimization problems | Pastorello D.; Blanzieri E.; Cavecchia V. | 2021-01-01 | QUANTUM MACHINE INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Support vector machines with quantum state discrimination | Leporini R.; Pastorello D. | 2021-01-01 | QUANTUM REPORTS | - | 1.01 Articolo in rivista | quantumrep-03-00032-v2.pdf |