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04/15/2023
Communication and Energy Efficient Wireless Federated Learning with Intrinsic Privacy
Federated Learning (FL) is a collaborative learning framework that enabl...
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05/25/2022
Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking
Federated learning (FL) enables collaborative model training without cen...
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02/15/2022
Federated Learning with Sparsified Model Perturbation: Improving Accuracy under Client-Level Differential Privacy
Federated learning (FL) that enables distributed clients to collaborativ...
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08/01/2020
Sparsified Privacy-Masking for Communication-Efficient and Privacy-Preserving Federated Learning
Federated learning has received significant interests recently due to it...
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03/30/2020
CPFed: Communication-Efficient and Privacy-Preserving Federated Learning
Federated learning is a machine learning setting where a set of edge dev...
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03/28/2020