Invited Speaker
Invited Speaker
Prof. Fabio Giampaolo
Affiliation: Department of Mathematics and Applications “Renato Caccioppoli” M.O.D.A.L. - Mathematical mOdelling and Data AnaLysis reserch group University of Naples Federico II, Naples, Italy
Title of the Talk: Federated Learning under Operational Constraints: A Study on Statistical and Device Heterogeneity
SHORT BIO:
Fabio Giampaolo, Ph.D., is a research fellow in Computer Science and Artificial Intelligence at the Department of Mathematics and Applications "R. Caccioppoli", University of Naples Federico II, Italy. He is a member of the Mathematical mOdelling and Data AnaLysis (M.O.D.A.L.) research group. Dr. Giampaolo has authored over 60 scientific articles published in top-ranked journals and conferences. His research interests lie in Deep Learning, with a particular focus on the design of novel methodologies and neural architectures for solving large-scale complex problems. He is actively involved in national and international research projects, serving as both a member and a work package leader in various funded initiatives.