2 papers
cs.LG2025
A Blockchain Solution for Collaborative Machine Learning over IoT
Carlos Beis-Penedo, Francisco Troncoso-Pastoriza, Rebeca P. DÃaz-Redondo +3
The rapid growth of Internet of Things (IoT) devices and applications has led to an increased demand for advanced analytics and machine learning techniques capable of handling the…
cs.LG2024
Towards efficient compression and communication for prototype-based decentralized learning
Pablo Fernández-Piñeiro, Manuel Ferández-Veiga, Rebeca P. DÃaz-Redondo +2
In prototype-based federated learning, the exchange of model parameters between clients and the master server is replaced by transmission of prototypes or quantized versions of the…