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06/10/2023
Personalized Graph Federated Learning with Differential Privacy
This paper presents a personalized graph federated learning (PGFL) frame...
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03/27/2023
Asynchronous Online Federated Learning with Reduced Communication Requirements
Online federated learning (FL) enables geographically distributed device...
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11/27/2021
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression
Many assumptions in the federated learning literature present a best-cas...
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10/13/2021
Communication-Efficient Online Federated Learning Framework for Nonlinear Regression
Federated learning (FL) literature typically assumes that each client ha...
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08/10/2018
Model Approximation Using Cascade of Tree Decompositions
In this paper, we present a general, multistage framework for graphical ...
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07/18/2018
How Consumer Empathy Assist Power Grid in Demand Response
This paper investigates interaction among residential electricity users ...
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05/18/2016
