LEONARDO LAVAGNA

PhD Student

PhD program:: XXXIX
email: leonardo.lavagna@uniroma1.it
phone: +39 0644585745
building: RM032 - S. Pietro in Vincoli - Edificio B – Via Eudossiana, 18
room: DIET 111 - Laboratorio Multimedialità




supervisor: Massimo Panella

Research Topic: Quantum Computing

Curriculum: Information and Communication Engineering

Ph.D. start date: Novembre 2023

Ph.D. Advisory Board: Antonello Rizzi, Vincenzo Eramo, Davide Comite

Research products

11573/1710440 - 2024 - Convergenza e generalizzazione nelle reti neurali quantistiche
Ceschini, A.; Lavagna, L.; De Falco, F.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: XXXVIII Riunione Annuale dei Ricercatori di Elettrotecnica (Bari, Italia)
book: Memorie ET2024 - ()

11573/1729072 - 2024 - Evolving hybrid quantum-classical GRU architectures for multivariate time series
De Falco, F.; Lavagna, L.; Ceschini, A.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 34th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2024 (London; United Kingdom)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-7225-0)

11573/1717680 - 2024 - Enhancing QAOA Ansatz via Multi-Parameterized Layer and Blockwise Optimization
De Falco, F.; Piperno, S.; Lavagna, L.; Ceschini, A.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2024) (University of Melbourne, Melbourne, Australia)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2024) - ()

11573/1721557 - 2024 - A layerwise-multi-angle approach to fine-tuning the quantum approximate optimization algorithm
Lavagna, L.; Ceschini, A.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 2024 International Joint Conference on Neural Networks, IJCNN 2024 (Yokohama; Giappone)
book: Proceedings of the International Joint Conference on Neural Networks - (9798350359312)

11573/1717679 - 2024 - Quantum Generative Modeling via Straightforward State Preparation
Lavagna, L.; De Falco, F.; Piperno, S.; Ceschini, A.; Rosato, A.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2024) (University of Melbourne, Melbourne, Australia)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2024) - ()

11573/1717681 - 2024 - Quantum Enhanced Knowledge Distillation
Piperno, S.; Lavagna, L.; De Falco, F.; Ceschini, A.; Rosato, A.; Windridge, D.; Panella, M. - 04d Abstract in atti di convegno
conference: Quantum Techniques in Machine Learning (QTML 2024) (University of Melbourne, Melbourne, Australia)
book: Proceedings of Quantum Techniques in Machine Learning (QTML 2024) - ()

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