Federated learning compression designed for lightweight communications. - Lucas Grativol; Mathieu Léonardon; Guillaume Muller 001; Virginie Fresse; Matthieu Arzel (ICECS, 2023)

FLoCoRA: Federated Learning Compression with Low-Rank Adaptation. - Lucas Grativol; Mathieu Léonardon; Guillaume Muller 001; Virginie Fresse; Matthieu Arzel (EUSIPCO, 2024)

PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC. - Lucas Grativol; Lubin Gauthier; Mathieu Léonardon; Jérémy Morlier; Antoine Lavrard-Meyer; Guillaume Muller 001; Virginie Fresse; Matthieu Arzel (ISCAS, 2024)

Neural network compression in the context of federated learning and edge devices. (Compression des réseaux de neurones dans le contexte de l'apprentissage fédéré et des systèmes embarqués). - Lucas Grativol Ribeiro (2024)