Reducing Bias in Federated Class-Incremental Learning with Hierarchical Generative Prototypes. - Riccardo Salami; Pietro Buzzega; Matteo Mosconi; Mattia Verasani; Simone Calderara (CoRR, 2024)

Closed-Form Merging of Parameter-Efficient Modules for Federated Continual Learning. - Riccardo Salami; Pietro Buzzega; Matteo Mosconi; Jacopo Bonato; Luigi Sabetta; Simone Calderara (ICLR, 2025)

Intrinsic Training Signals for Federated Learning Aggregation. - Cosimo Fiorini; Matteo Mosconi; Pietro Buzzega; Riccardo Salami; Simone Calderara (CoRR, 2025)