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05/25/2023
pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning
The federated learning (FL) paradigm emerges to preserve data privacy du...
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06/11/2022
Federated Learning with GAN-based Data Synthesis for Non-IID Clients
Federated learning (FL) has recently emerged as a popular privacy-preser...
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12/20/2021
Decentralized Stochastic Proximal Gradient Descent with Variance Reduction over Time-varying Networks
In decentralized learning, a network of nodes cooperate to minimize an o...
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12/20/2021
Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity
Federated edge learning (FEEL) has attracted much attention as a privacy...
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01/28/2020
