🏢 Shanghai University of Electric Power
HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links
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Machine Learning
Federated Learning
🏢 Shanghai University of Electric Power
HyperPrism, a novel framework, tackles challenges in distributed machine learning by using adaptive non-linear aggregation to handle non-IID data and dynamic communication links, significantly improvi…