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08/26/2022
Flexible Vertical Federated Learning with Heterogeneous Parties
We propose Flexible Vertical Federated Learning (Flex-VFL), a distribute...
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06/16/2022
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
We propose Compressed Vertical Federated Learning (C-VFL) for communicat...
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07/27/2020
Multi-Level Local SGD for Heterogeneous Hierarchical Networks
We propose Multi-Level Local SGD, a distributed gradient method for lear...
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04/13/2020