SIMONE PIPERNO

PhD Student

PhD program:: XXXIX
email: simone.piperno@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: Deep Learning and Quantum Machine Learning

Curriculum: Information and Communication Engineering

Ph.D. start date: Novembre 2023

Ph.D. Advisory Board: Paolo Di Lorenzo, Michele Scarpiniti, Rita Asquini

Research products

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) - ()

11573/1717679 - 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) - ()