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05/24/2023
Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training
Personalized federated learning (PFL) aims to produce the greatest perso...
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05/02/2023
Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing
Federated learning (FL) is a collaborative learning paradigm for decentr...
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05/01/2023
Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy
To defend the inference attacks and mitigate the sensitive information l...
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03/20/2023
Make Landscape Flatter in Differentially Private Federated Learning
To defend the inference attacks and mitigate the sensitive information l...
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02/08/2023
Improving the Model Consistency of Decentralized Federated Learning
To mitigate the privacy leakages and communication burdens of Federated ...
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10/21/2020
Bidirectional Microrocker Bots with Sharp Tips Actuated by a Single Electromagnet
The recent advancements in nanoscale 3D printing and microfabrication te...
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08/22/2018