Publications

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2023

Kamp, Michael; Fischer, Jonas; Vreeken, Jilles

Federated Learning from Small Datasets (Proceedings Article)

In: International Conference on Learning Representations (ICLR), 2023.

(BibTeX | Tags: black-box, black-box parallelization, daisy, daisy-chaining, FedDC, federated learning, small, small datasets)

2021

Li, Xiaoxiao; Jiang, Meirui; Zhang, Xiaofei; Kamp, Michael; Dou, Qi

FedBN: Federated Learning on Non-IID Features via Local Batch Normalization (Proceedings Article)

In: Proceedings of the 9th International Conference on Learning Representations (ICLR), 2021.

(Abstract | Links | BibTeX | Tags: batch normalization, black-box parallelization, deep learning, federated learning)