FedPIDAvg: A PID Controller Inspired Aggregation Method for Federated Learning

Leon Mächler, Ivan Ezhov, Suprosanna Shit, Johannes C. Paetzold. FedPIDAvg: A PID Controller Inspired Aggregation Method for Federated Learning. In Spyridon Bakas, Alessandro Crimi, Ujjwal Baid, Sylwia Malec, Monika Pytlarz, Bhakti Baheti, Maximilian Zenk, Reuben Dorent, editors, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers, Part II. Volume 14092 of Lecture Notes in Computer Science, pages 209-217, Springer, 2022. [doi]

Abstract

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