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FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare SettingsNeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers
hal-03900026v1
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A Decentralized Framework for Biostatistics and Privacy ConcernsEFMI Special Topic Conference, Nov 2020, Virtual, Finland. pp.137 - 141, ⟨10.3233/shti200710⟩
Conference papers
hal-03110739v1
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Differentially Private Coordinate Descent for Composite Empirical Risk MinimizationICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.14948-14978
Conference papers
hal-03424974v3
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Specifications for the Routine Implementation of Federated Learning in Hospitals NetworksStudies in Health Technology and Informatics, Volume 281: Public Health and Informatics, May 2021, Virtual Conference, France. ⟨10.3233/shti210134⟩
Conference papers
hal-03423328v1
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High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate DescentAISTATS 2023 - International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain
Conference papers
hal-03714465v3
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Differential Privacy has Bounded Impact on Fairness in ClassificationInternational Conference on Machine Learning, Jul 2023, Honolulu, United States
Conference papers
hal-03902203v2
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Optional realization of the French negative particule (ne) on Twitter: Can big data reveal new sociolinguistic patterns?ICLAVE 9 2017 - International Conference on Language Variation in Europe, Jun 2017, Malaga, Spain
Conference papers
hal-01456302v1
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