Author

J.-P. Hubaux

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Cell Biology· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:statistical model· 1

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J. R. Troncoso-Pastoriza· 1 shared J.-P. Bossuat· 1 shared M. Claassen· 1 shared S. Sav· 1 shared

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2022-2022 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperCell Biology

J. R. Troncoso-Pastoriza

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Recent·Most cited

Cell BiologybioRxivJan 10, 2022

Privacy-Preserving Federated Neural Network Learning for Disease-Associated Cell Classification

S. Sav, J.-P. Bossuat, J. R. Troncoso-Pastoriza…·J.-P. Hubaux

This paper develops a privacy-preserving federated learning framework for disease-associated cell classification, achieving comparable accuracy to centralized methods with faster execution.

DOI 10.1016/j.patter.2022.100487

deep learningstatistical model

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