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On the Statistical Complexity of Estimation and Testing under Privacy Constraints

Clément Lalanne , Aurélien Garivier , Rémi Gribonval
Transactions on Machine Learning Research Journal, 2023
Journal articles hal-03794374v2
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Private Quantiles Estimation in the Presence of Atoms

Clément Lalanne , Clément Gastaud , Nicolas Grislain , Aurélien Garivier , Rémi Gribonval
Information and Inference, 2023, ⟨10.1093/imaiai/iaad030⟩
Journal articles hal-03572701v2
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About the Cost of Central Privacy in Density Estimation

Clément Lalanne , Aurélien Garivier , Rémi Gribonval
Transactions on Machine Learning Research Journal, 2023
Journal articles hal-04133655v2
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Sparsity in neural networks can improve their privacy

Antoine Gonon , Léon Zheng , Clément Lalanne , Quoc-Tung Le , Guillaume Lauga , et al.
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04062317v2
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Private Statistical Estimation of Many Quantiles

Clément Lalanne , Aurélien Garivier , Rémi Gribonval
ICML 2023 - 40th International Conference on Machine Learning, Jul 2023, Honolulu, United States
Conference papers hal-03986170v2
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Extraction of Nystagmus Patterns from Eye-Tracker Data with Convolutional Sparse Coding

Clément Lalanne , Maxence Rateaux , Laurent Oudre , Matthieu Robert , Thomas Moreau
EMBC 2020 - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society, Jul 2020, Montreal / Virtuel, Canada. pp.928-931, ⟨10.1109/EMBC44109.2020.9175621⟩
Conference papers hal-03022547v1