Prioritized Multi-Criteria Federated Learning

Vito Walter Anelli
Vito Walter Anelli
Yashar Deldjoo
Yashar Deldjoo
Antonio Ferrara
Antonio Ferrara

Intelligenza Artificiale, pp. 183-200, 2020.

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Abstract:

In Machine Learning scenarios, privacy is a crucial concern when models have to be trained with private data coming from users of a service, such as a recommender system, a location-based mobile service, a mobile phone text messaging service providing next word prediction, or a face image classification system. The main issue is that, o...More

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