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Featured Co-authors

Stefan Werner
11 publications
June Zhang
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Francois Gauthier
9 publications
Vinay Chakravarthi Gogineni
7 publications
Yih-Fang Huang
6 publications
Mojtaba Abolfazli
5 publications
Navid Tafaghodi Khajavi
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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...

0 Francois Gauthier, et al. ∙

∙ 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 ...

0 Navid Tafaghodi Khajavi, et al. ∙

∙ 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

The Quality of the Covariance Selection Through Detection Problem and AUC Bounds

We consider the problem of quantifying the quality of a model selection ...

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