A Superquantile Approach to Federated Learning with Heterogeneous Devices

Yassine Laguel, Krishna Pillutla, Jérôme Malick, Zaïd Harchaoui. A Superquantile Approach to Federated Learning with Heterogeneous Devices. In 55th Annual Conference on Information Sciences and Systems, CISS 2021, Baltimore, MD, USA, March 24-26, 2021. pages 1-6, IEEE, 2021. [doi]

Authors

Yassine Laguel

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Krishna Pillutla

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Jérôme Malick

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Zaïd Harchaoui

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