Abstract:<p>Federated Learning (FL) is a new paradigm that aims at solving the data access problem. It is gaining an increasing interest in a variety of research fields, including the Biomedical and Financial environments, where lots of valuable data sources are available but not often directly accessible due to the regulations that protect sensitive information. FL provides a wayout enabling the processing and sharing of data modeling solutions moving the focus from data to models. The FL paradigm involves diffe… Show more
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