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01/11/2023
Federated Learning under Heterogeneous and Correlated Client Availability
The enormous amount of data produced by mobile and IoT devices has motiv...
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01/04/2023
Federated Learning for Data Streams
Federated learning (FL) is an effective solution to train machine learni...
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11/17/2021
Personalized Federated Learning through Local Memorization
Federated learning allows clients to collaboratively learn statistical m...
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08/23/2021
Federated Multi-Task Learning under a Mixture of Distributions
The increasing size of data generated by smartphones and IoT devices mot...
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10/23/2020