Articles with "fedzo" as a keyword



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Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning

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Published in 2022 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2022.3214122

Abstract: Federated learning (FL), as an emerging edge artificial intelligence paradigm, enables many edge devices to collaboratively train a global model without sharing their private data. To enhance the training efficiency of FL, various algorithms have… read more here.

Keywords: federated learning; fedzo; order optimization; order ... See more keywords