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Nicholas D. Lane — most-cited papers & profile · Federated Learning
← authors
·
overview
Nicholas D. Lane
26
papers ·
225
citations ·
60
h-index
University of Cambridge · Flower Hospital
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout
2021 · 64 citations
A first look into the carbon footprint of federated learning
2021 · 55 citations
Federated Learning Priorities Under the European Union Artificial Intelligence Act
2024 · 9 citations
FedVal: Different good or different bad in federated learning
2023 · 6 citations
The Future of Large Language Model Pre-training is Federated
2024 · 4 citations
A Survey on Federated Learning in Human Sensing
2025 · 2 citations
FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients
2024 · 2 citations
On-device Federated Learning with Flower
2021 · 1 citations
Federated Self-supervised Speech Representations: Are We There Yet?
2022 · 1 citations
Efficient Vertical Federated Learning with Secure Aggregation
2023 · 1 citations
FDAPT: Federated Domain-adaptive Pre-training for Language Models
2023 · 1 citations
Supercharging Federated Learning with Flower and NVIDIA FLARE
2024 · 1 citations
Photon: Federated LLM Pre-Training
2024 · 1 citations
FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts
2025
SparsyFed: Sparse Adaptive Federated Training
2025
Top co-authors
Xinchi Qiu
· 11
Lorenzo Sani
· 7
Alex Iacob
· 6
Daniel J. Beutel
· 4
Pedro Porto Buarque de Gusm\~ao
· 4
Titouan Parcollet
· 4
Wanru Zhao
· 4
Yan Gao
· 4
Akhil Mathur
· 3
Bill Marino
· 3
Javier Fernandez-Marques
· 3
Taner Topal
· 3
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