Resource-Constrained On-Device Learning by Dynamic Averaging. Proceedings of the Workshop on Parallel, Distributed, and Federated Learning (PDFL) at ECMLPKDD, 2020.
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@workshop{heppe2020resource, title = {Resource-Constrained On-Device Learning by Dynamic Averaging}, author = {Lukas Heppe and Michael Kamp and Linara Adilova and Nico Piatkowski and Danny Heinrich and Katharina Morik}, url = {https://michaelkamp.org/wp-content/uploads/2020/10/Resource_Constrained_Federated_Learning-1.pdf}, year = {2020}, date = {2020-09-14}, booktitle = {Proceedings of the Workshop on Parallel, Distributed, and Federated Learning (PDFL) at ECMLPKDD}, keywords = {black-box parallelization, distributed learning, edge computing, embedded, exponential family, FPGA, resource-efficient}, pubstate = {published}, tppubtype = {workshop} }