"local sgd" Papers

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EDiT: A Local-SGD-Based Efficient Distributed Training Method for Large Language Models

Jialiang Cheng, Ning Gao, Yun Yue et al.

ICLR 2025arXiv:2412.07210
1
citations

Revisiting Consensus Error: A Fine-grained Analysis of Local SGD under Second-order Data Heterogeneity

Kumar Kshitij Patel, Ali Zindari, Sebastian Stich et al.

NEURIPS 2025

Streaming Federated Learning with Markovian Data

Khiem HUYNH, Malcolm Egan, Giovanni Neglia et al.

NEURIPS 2025arXiv:2503.18807

Understanding outer learning rates in Local SGD

Ahmed Khaled, Satyen Kale, Arthur Douillard et al.

NEURIPS 2025