Search Results for author: Alessio Mora

Found 2 papers, 1 papers with code

Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics

1 code implementation10 Jan 2024 Nicolò Romandini, Alessio Mora, Carlo Mazzocca, Rebecca Montanari, Paolo Bellavista

This highlights the necessity for novel Federated Unlearning (FU) algorithms, which can efficiently remove specific clients' contributions without full model retraining.

Federated Learning

Knowledge Distillation for Federated Learning: a Practical Guide

no code implementations9 Nov 2022 Alessio Mora, Irene Tenison, Paolo Bellavista, Irina Rish

Federated Learning (FL) enables the training of Deep Learning models without centrally collecting possibly sensitive raw data.

Federated Learning Knowledge Distillation

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