FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning

Wei Chen, Kartikeya Bhardwaj, Radu Marculescu. FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning. In Frank Hutter, Kristian Kersting, Jefrey Lijffijt, Isabel Valera, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part II. Volume 12458 of Lecture Notes in Computer Science, pages 348-363, Springer, 2020. [doi]

Authors

Wei Chen

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Kartikeya Bhardwaj

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Radu Marculescu

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