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J. Alison Noble — most-cited papers & profile · Federated Learning
← authors
·
overview
J. Alison Noble
7
papers ·
12
citations ·
66
h-index
Antwerp Maritime Academy · University of Oxford · CRUK/MRC Oxford Institute for Radiation Oncology · Oxford BioMedica (United Kingdom) · Science Oxford · University of Missouri
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Most-cited papers
Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data
2023 · 9 citations
Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection
2024 · 2 citations
FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
2024 · 1 citations
F$^3$OCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
2024
Top co-authors
Divyanshu Mishra
· 4
Pramit Saha
· 4
Felix Wagner
· 3
Konstantinos Kamnitsas
· 3
Anshul Thakur
· 1
Can Peng
· 1
David Clifton
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy