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Communication trade-offs for synchronized distributed SGD with large step size., и . CoRR, (2019)Towards Optimal Communication Complexity in Distributed Non-Convex Optimization., , , , и . NeurIPS, (2022)Is Local SGD Better than Minibatch SGD?, , , , , , , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 10334-10343. PMLR, (2020)Approaching Deep Learning through the Spectral Dynamics of Weights., , , , , , , и . CoRR, (2024)On the Effect of Defections in Federated Learning and How to Prevent Them., , , и . CoRR, (2023)A Stochastic Newton Algorithm for Distributed Convex Optimization., , , , и . NeurIPS, стр. 26818-26830. (2021)The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication., , , , , , , и . CoRR, (2024)Federated Online and Bandit Convex Optimization., , , и . CoRR, (2023)Federated Online and Bandit Convex Optimization., , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 27439-27460. PMLR, (2023)Don't Use Large Mini-batches, Use Local SGD., , , и . ICLR, OpenReview.net, (2020)