Read our recent paper on “The Non-IID Data Quagmire of Decentralized Machine Learning”
Kevin Hsieh, Amar Phanishayee, Onur Mutlu, and Phillip B. Gibbons
In: Proceedings of the 37th International Conference on Machine Learning (ICML), Virtual, July 2020.
[Preliminary arXiv version]
[Slides (pptx) (pdf)]
[Talk Video (15 minutes)]