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Optimizing the Communication-Accuracy Trade-off in Federated Learning with Rate-Distortion Theory.

, , , и . CoRR, (2022)

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Zachary Dotscheff

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Zachary Hayes

Zachary Taylor

Zachary J Evenson

 

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Generating random factored ideals in number fields.. Math. Comput., 87 (312): 2047-2056 (2018)Advances and Open Problems in Federated Learning., , , , , , , , , и 49 other автор(ы). Found. Trends Mach. Learn., 14 (1-2): 1-210 (2021)Approximate Gradient Coding via Sparse Random Graphs., , и . CoRR, (2017)Generating Random Factored Ideals in Number Fields.. CoRR, (2016)Improving the convergence of SGD through adaptive batch sizes., и . CoRR, (2019)A Geometric Perspective on the Transferability of Adversarial Directions., , и . CoRR, (2018)Motley: Benchmarking Heterogeneity and Personalization in Federated Learning., , , , , , и . CoRR, (2022)Advances and Open Problems in Federated Learning., , , , , , , , , и 48 other автор(ы). CoRR, (2019)DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation., , , и . NeurIPS, стр. 10320-10330. (2019)Does Data Augmentation Lead to Positive Margin?, , , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 5321-5330. PMLR, (2019)