PhD students: Gustavo Faia Fagundes: Decentralized machine learning (October 1, 2024 - September 30, 2027), co-supervision with C. Richard (UniCA). Yara Zgheib: Decentralized optimization over graphs (October 1, 2023 - September 30, 2026), co-supervision with M. Antonini (CNRS). Former master students: Enzo Gioe: Applying Federated Learning to Real-World Data: Experimental Evaluation and Analysis (May 1, 2025 - Aug. 31, 2025). Maha Issa: Distributed logistic classifiers in semi-supervised settings (January 1, 2021 - May 30, 2022). PhD student at Santa Clara University.