Alessandro Licciardi

Argomento di ricerca

Mathematical Methods in Machine Learning: Scientific Applications, Federated Learning, and Generative Models

Tutori

• Lamberto Rondoni
• Marco Pizzi

Corso di laurea di 1° livello

• Mathematical analysis II. A.A. 2025/26, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
• Mathematical analysis I. A.A. 2024/25, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso

• Licciardi, A.; Leo, D.; Carbone, D. (2026)
  Wavelet Scattering Transform and Fourier Representation for Offline Detection of Malicious Clients in Federated Learning. In: IEEE INTERNET OF THINGS JOURNAL, vol. 13. ISSN 2327-4662
  Contributo su Rivista
• Licciardi, Alessandro; Leo, Davide; Fanì, Eros; Caputo, Barbara; Ciccone, Marco (2025)
  Interaction-Aware Gaussian Weighting for Clustered Federated Learning. In: 42nd International Conference on Machine Learning (ICML 2025), Vancouver (Canada), 13/07/2025 - 19/07/2025, pp. 1-25. ISSN 2640-3498
  Contributo in Atti di Convegno (Proceeding)
• Licciardi, Alessandro; Bernardi, Sara; Pizzi, Marco; Begnamino, Paolo; Rondoni, Lamberto (2025)
  A Machine Learning Model for Humidity Estimation Based on Physics-Informed Dimensionality Reduction. In: NONLINEAR DYNAMICS. ISSN 0924-090X
  Contributo su Rivista
• Licciardi, Alessandro; Carbone, Davide; Rondoni, Lamberto; Nagar, Alessandro (2025)
  Wavelet scattering transform for gravitational wave analysis: An application to glitch characterization. In: PHYSICAL REVIEW D, vol. 111, pp. 1-10. ISSN 2470-0010
  Contributo su Rivista
• Licciardi, Alessandro; Carbone, Davide; Rondoni, Lamberto (2024)
  Wavelet Scattering Operators for Multiscale Processes: The Case Study of Marine Mammal Vocalizations. In: 2nd International Conference on Nonlinear Dynamics and Applications, Gangtok (India), 21 February 2024 through 23 February 2024, pp. 173-191. ISSN 0930-8989. ISBN: 9783031691454
  Contributo in Atti di Convegno (Proceeding)