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Titouan Parcollet — most-cited papers & profile · Federated Learning
← authors
·
overview
Titouan Parcollet
38
papers ·
645
citations ·
16
h-index
University of Cambridge
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
A first look into the carbon footprint of federated learning
2021 · 55 citations
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
2022 · 11 citations
End-to-End Speech Recognition from Federated Acoustic Models
2021 · 3 citations
On-device Federated Learning with Flower
2021 · 1 citations
Federated Self-supervised Speech Representations: Are We There Yet?
2022 · 1 citations
Can Federated Learning Save The Planet?
2020
Top co-authors
Daniel J. Beutel
· 4
Javier Fernandez-Marques
· 4
Nicholas D. Lane
· 4
Xinchi Qiu
· 4
Akhil Mathur
· 3
Taner Topal
· 3
Yan Gao
· 3
Abhinav Mehrotra
· 1
Javier Fernandez-Marques
· 1
Nicholas D. Lane
· 1
Nicholas Donald Lane
· 1
Pedro P. B. de Gusmao
· 1
Topics
Federated Learning
Privacy
Optimization
Edge Computing
Data Heterogeneity