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Małgorzata Śmietanka

Observed names: Malgorzata Smietanka, Śmietanka, Małgorzata
ORCID: 0000-0001-5654-4937
Observed ORCID: 0000-0001-5654-4937
OpenAlex ID: A5043426536
Federated Learning: The Pioneering Distributed Machine Learning and Privacy-Preserving Data Technology
2022 · Philip Treleaven, Malgorzata Smietanka, et al. · Computer · 39
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Algorithms in Future Insurance Markets
2020 · Małgorzata Śmietanka, Adriano Koshiyama, et al. · International Journal of Data Science and Big Data Analytics · 27
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Federated Learning for Privacy-Preserving Data Access
2020 · Małgorzata Śmietanka, Hirsh Pithadia, et al. · International Journal of Data Science and Big Data Analytics · 17
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Open Health Platform: Federated Computing and Data for New Knowledge Creation
2026 · Marzena Nieroda, Enzo Fenoglio, et al. · SSRN Electronic Journal · 2
Open Health Digital Research Platform: Federated Computing and Data Infrastructure for Multi-Partner Collaboration (Preprint)
2025 · Marzena Nieroda, Enzo Fenoglio, et al. · 1
Federated Computing: A Data-Driven Business Infrastructure
2023 · Enzo Fenoglio, Hirsh Pithadia, et al. · SSRN Electronic Journal · 1
Admission Mechanisms for Scalable Federated Health Data Collaboration: Design and Proof-of-Concept Study
2026 · Enzo Fenoglio, Marzena Nieroda, et al. · JMIR Medical Informatics
Privacy preserving neural network predictive modelling in insurance using horizontal federated learning
2026 · Małgorzata Śmietanka, Dylan Liew, et al. · British Actuarial Journal
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Works count: 9
Citation count: 87
H-index: 3
I10-index: 3
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