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Deconstructing Deep Learning + δeviations

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Federated Learning (original paper)

[35] Federated Learning (original paper) - Konečný, J., McMahan, H. B., Yu, F. X., Richtárik, P., Suresh, A. T., & Bacon, D. (2016). Federated learning: Strategies for improving communication efficiency. arXiv preprint arXiv:1610.05492. Paper

I also wrote a detailed blog post for this Post

Notes from the paper

Types of updates

Structured Update

Sketched update