Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach

no code implementations • 25 Feb 2022 • Nathalie Baracaldo, Ali Anwar, Mark Purcell, Ambrish Rawat, Mathieu Sinn, Bashar Altakrouri, Dian Balta, Mahdi Sellami, Peter Kuhn, Ulrich Schopp, Matthias Buchinger

Federated Learning (FL) is a novel paradigm for the shared training of models based on decentralized and private data.

Ethics Federated Learning