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    • ANR-16-CE23-0016,PAMELA,Apprentissage automatique décentralisé et personnalisé sous contraintes(2016) (9)
    • Bellet, Aurélien (9)
    • European Project: 825081,H2020,COMPRISE(2018) (9)
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    • Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL) (9)
    • Machine Learning in Information Networks (MAGNET) (9)
    • Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS) (8)
    • ANR-18-CE23-0018,DEEP-PRIVACY,Apprentissage distribué, personnalisé, préservant la privacité pour le traitement de la parole(2018) (7)
    • Ramon, Jan (3)
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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 9 of 9 1 D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning Bellet, Aurélien; Kermarrec, Anne-Marie; Lavoie, Erick In: https://hal.inria.fr/hal-03498160 ; 2021 (2021) BASE Show details 2 Privacy Amplification by Decentralization Cyffers, Edwige; Bellet, Aurélien In: https://hal.inria.fr/hal-03100005 ; 2020 (2020) BASE Show details 3 Distributed Differentially Private Averaging with Improved Utility and Robustness to Malicious Parties Sabater, César; Bellet, Aurélien; Ramon, Jan In: NeurIPS 2020 workshop on Privacy Preserving Machine Learning - PriML and PPML Joint Edition ; https://hal.archives-ouvertes.fr/hal-03117816 ; NeurIPS 2020 workshop on Privacy Preserving Machine Learning - PriML and PPML Joint Edition, Dec 2020, Vancouver (Virtual Workshop), Canada ; https://ppml-workshop.github.io/ (2020) BASE Show details 4 Privacy Amplification by Decentralization Cyffers, Edwige; Bellet, Aurélien In: https://hal.inria.fr/hal-03100005 ; 2020 (2020) BASE Show details 5 Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs Zantedeschi, Valentina; Bellet, Aurélien; Tommasi, Marc In: AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics ; https://hal.inria.fr/hal-03100057 ; AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palerme / Virtual, Italy ; https://aistats.org/aistats2020/ (2020) BASE Show details 6 Échange de bruit corrélé pour le calcul distribué de moyenne avec garanties de confidentialité différentielle Sabater, César; Bellet, Aurélien; Ramon, Jan In: Conférence sur l'Apprentissage Automatique 2020 ; https://hal.archives-ouvertes.fr/hal-03117907 ; Conférence sur l'Apprentissage Automatique 2020, Jun 2020, Vannes (Virtual), France ; https://cap-rfiap2020.sciencesconf.org/ (2020) BASE Show details 7 Distributed Differentially Private Averaging with Improved Utility and Robustness to Malicious Parties Sabater, César; Bellet, Aurélien; Ramon, Jan In: https://hal.inria.fr/hal-03100019 ; 2020 (2020) BASE Show details 8 Who started this rumor? Quantifying the natural differential privacy guarantees of gossip protocols Bellet, Aurélien; Guerraoui, Rachid; Hendrikx, Hadrien In: DISC 2020 - 34th International Symposium on Distributed Computing ; https://hal.inria.fr/hal-02166432 ; DISC 2020 - 34th International Symposium on Distributed Computing, Oct 2020, Freiburg / Virtual, Germany (2020) BASE Show details 9 Private Protocols for U-Statistics in the Local Model and Beyond Bell, James; Bellet, Aurélien; Gascón, Adrià... In: AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics ; https://hal.inria.fr/hal-02310236 ; AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palermo, Italy (2020) BASE Show details

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