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EasyFL: A Low-code Federated Learning Platform For Dummies. (arXiv:2105.07603v3 [cs.DC] UPDATED)
Jan. 21, 2022, 2:11 a.m. | Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang
cs.LG updates on arXiv.org arxiv.org
Academia and industry have developed several platforms to support the popular
privacy-preserving distributed learning method -- Federated Learning (FL).
However, these platforms are complex to use and require a deep understanding of
FL, which imposes high barriers to entry for beginners, limits the productivity
of researchers, and compromises deployment efficiency. In this paper, we
propose the first low-code FL platform, EasyFL, to enable users with various
levels of expertise to experiment and prototype FL applications with little
coding. We achieve …
More from arxiv.org / cs.LG updates on arXiv.org
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