Davide Pastorello

Assistant Professor

University of Bologna

Italy

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Davide Pastorello is an Assistant Professor at the University of Bologna, Italy. His research encompasses quantum computing, particularly focusing on scalable quantum neural networks, quantum optimal mass transport, and quantum-classical hybrid algorithms. Recent contributions include advancements in quantum k-nearest neighbors algorithms and the application of support vector machines utilizing quantum state discrimination.

Articles (9)

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2025

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2024

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2024

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2024

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2024

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2022

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2021

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2020

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2020

Collaborators (1)

Stefano Azzini

Associate professor

University of Trento

ITALY

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Davide Pastorello

Research Interests

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Articles (9)

Quantum Concentration Inequalities and Equivalence of the Thermodynamical Ensembles: An Optimal Mass Transport Approach

A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation

Scalable quantum neural networks by few quantum resources

Classical shadows meet quantum optimal mass transport

Local Binary and Multiclass SVMs Trained on a Quantum Annealer

Quantum-Inspired Classification Based on Voronoi Tessellation and Pretty-Good Measurements

Support Vector Machines with Quantum State Discrimination

Single‐Particle Entanglement

Geometric viewpoint on the quantization of a fuzzy logic

Collaborators (1)

Stefano Azzini

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