Ph.D. Student, 3IA Côte d'Azur, Université Côte D'Azur, Inria Project-Team NEO. Office: L116, Inria, 2004 route des Lucioles, 06902 Sophia Antipolis, France. E-mail: angelo [dot] rodio [AT] inria [dot] fr

About me

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.

Research

My research interests include:

• Distributed optimization for Machine Learning

• Resource-awareness in Federated Learning

• Energy and carbon footprint of ML training

Publications

• 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]
  

Teaching

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