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Stefan Mellem
Stefan Mellem
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Computer science
Statistical model
Odds
federated learning
Generalizability theory
4
Papers
3
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0
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Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services.
2022
CoRR
Luyang Liu
Dávid Rácz
Kara Vaillancourt
Julie Michelman
Matt Barnes
Stefan Mellem
Paul Eastham
Bradley Green
Charles Armstrong
Feng Guo
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Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation.
2021
arXiv: Cryptography and Security
Eugene Bagdasaryan
Peter Kairouz
Stefan Mellem
Adrià Gascón
Kallista Bonawitz
Deborah Estrin
Marco Gruteser
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Privacy-first health research with federated learning.
2021
Adam Sadilek
Luyang Liu
Dung Nguyen
Methun Kamruzzaman
Stylianos Serghiou
Benjamin Rader
Alex Ingerman
Stefan Mellem
Peter Kairouz
Elaine O. Nsoesie
Jamie MacFarlane
Anil Vullikanti
Madhav V. Marathe
Paul Eastham
John S. Brownstein
Blaise Aguera y Arcas
Michael D. Howell
John Hernandez
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Privacy-first health research with federated learning
2020
medRxiv
John B. Hernandez
Adam Sadilek
Luyang Liu
Dung Nguyen
Methun Kamruzzaman
Benjamin Rader
Alex Ingerman
Stefan Mellem
Peter Kairouz
Elaine O. Nsoesie
Jamie MacFarlane
Anil Vullikanti
Madhav V. Marathe
Paul Eastham
John S. Brownstein
Michael D. Howell
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