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Davide Pastorello

A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation
2024 · Enrico Zardini, Enrico Blanzieri, et al. · Quantum Machine Intelligence · 41
Single‐Particle Entanglement
2020 · Stefano Azzini, Sonia Mazzucchi, et al. · Advanced Quantum Technologies · 41
Concise Guide to Quantum Machine Learning
2022 · Davide Pastorello · Machine learning · 17
Bell-inequality violation by entangled single-photon states generated from a laser, an LED, or a halogen lamp
2020 · Matteo Pasini, Nicolò Leone, et al. · Physical Review A · 15
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A quantum key distribution scheme based on tripartite entanglement and violation of CHSH inequality
2017 · Davide Pastorello · International Journal of Quantum Information · 12
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A geometric Hamiltonian description of composite quantum systems and quantum entanglement
2015 · Davide Pastorello · International Journal of Geometric Methods in Modern Physics · 12
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Learning adiabatic quantum algorithms over optimization problems
2021 · Davide Pastorello, Enrico Blanzieri, et al. · Quantum Machine Intelligence · 9
Generalized Complex Spherical Harmonics, Frame Functions, and Gleason Theorem
2012 · Valter Moretti, Davide Pastorello · Annales Henri Poincaré · 9
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Geometric Hamiltonian formulation of quantum mechanics in complex projective spaces
2015 · Davide Pastorello · International Journal of Geometric Methods in Modern Physics · 8
Local Binary and Multiclass SVMs Trained on a Quantum Annealer
2024 · Enrico Zardini, Amer Delilbasic, et al. · IEEE Transactions on Quantum Engineering · 7
Implementation and empirical evaluation of a quantum machine learning pipeline for local classification
2023 · Enrico Zardini, Enrico Blanzieri, et al. · PLoS ONE · 7
An efficient geometric approach to quantum-inspired classifications
2022 · Roberto Leporini, Davide Pastorello · Scientific Reports · 7
A Quantum Binary Classifier based on Cosine Similarity
2021 · Davide Pastorello, Enrico Blanzieri · IEEE International Conference on Quantum Computing and Engineering (QCE) · 7
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Geometric Hamiltonian quantum mechanics and applications
2016 · Davide Pastorello · International Journal of Geometric Methods in Modern Physics · 7
Quantum Neural Networks
2022 · Davide Pastorello · Machine learning · 6
Support Vector Machines with Quantum State Discrimination
2021 · Roberto Leporini, Davide Pastorello · Quantum Reports · 5
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Frame functions in finite-dimensional Quantum Mechanics and its Hamiltonian formulation on complex projective spaces
2013 · Valter Morettia, Davide Pastorellob · 5
Classical shadows meet quantum optimal mass transport
2024 · Giacomo De Palma, Tristan Klein, et al. · Journal of Mathematical Physics · 4
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A general learning scheme for classical and quantum Ising machines
2024 · Ludwig Schmid, Enrico Zardini, et al. · SciPost Physics Core · 4
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Quantum Concentration Inequalities and Equivalence of the Thermodynamical Ensembles: An Optimal Mass Transport Approach
2025 · Giacomo De Palma, Davide Pastorello · Journal of Statistical Physics · 3
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Scalable quantum neural networks by few quantum resources
2024 · Davide Pastorello, Enrico Blanzieri · International Journal of Quantum Information · 3
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Local Approach to Quantum-inspired Classification
2022 · Enrico Blanzieri, Roberto Leporini, et al. · International Journal of Theoretical Physics · 3
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Basics of Quantum Mechanics
2022 · Davide Pastorello · Machine learning · 3
Quantum annealing learning search implementations
2022 · Andrea Bonomi, Thomas De Min, et al. · Quantum Information and Computation · 3
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Open-loop quantum control as a resource for secure communications
2016 · Davide Pastorello · International Journal of Quantum Information · 3
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Works count: 71
Citation count: 258
H-index: 8
I10-index: 6
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