no code implementations • 19 Oct 2020 • Amani Abu Jabal, Elisa Bertino, Jorge Lobo, Dinesh Verma, Seraphin Calo, Alessandra Russo
The design of a policy transfer framework has challenges, including policy conflicts and privacy issues.
Cryptography and Security
2 code implementations • ICLR 2019 • Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal, Seraphin Calo
Federated learning distributes model training among a multitude of agents, who, guided by privacy concerns, perform training using their local data but share only model parameter updates, for iterative aggregation at the server.