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Ph.D. Student, |
I am a third-year PhD student at Inria, France, under the supervision of Prof. Giovanni Neglia and Prof. Alain Jean-Marie (Team NEO).
I received the B.Sc. degree in computer engineering and the M.Sc. degree in Telecommunications from Polytechnic University of Bari, Italy, in 2018 and 2020, respectively.
As part of a double diploma program, I also received the M.Sc. degree in computer engineering from Université Côte D'Azur, France.
My research interests include:
Distributed optimization for Machine Learning
Resource-awareness in Federated Learning
Energy and carbon footprint of ML training
Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, Emilio Leonardi, Federated Learning under Heterogeneous and Correlated Client Availability, IEEE Conference on Computer Communications (INFOCOM), Hoboken, New Jersey, USA, May 17-20, 2023.
[Preprint] [Code]
List of the courses I am involved in as a teaching assistant:
[2021-2022] Optimization for Machine Learning
[2022-2023] Federated Learning and Data Privacy