

{"id":67,"date":"2022-07-04T19:04:58","date_gmt":"2022-07-04T17:04:58","guid":{"rendered":"https:\/\/project.inria.fr\/fedmalin\/?page_id=67"},"modified":"2026-04-10T15:54:38","modified_gmt":"2026-04-10T13:54:38","slug":"publications","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/fedmalin\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p>  <!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD XHTML 1.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/xhtml1\/DTD\/xhtml1-transitional.dtd\"> <html xmlns='http:\/\/www.w3.org\/1999\/xhtml' xml:lang='fr' lang='fr'> <head> <meta name=\"robots\" content=\"noindex, nofollow\" \/> <meta http-equiv=\"content-type\" content= \"text\/html;charset=UTF-8\" \/> <meta http-equiv=\"Content-Language\" content=\"fr\" \/> <link rel=\"stylesheet\" type=\"text\/css\" href=\"..\/css\/VisuGen.css\" \/> <link rel=\"stylesheet\" type=\"text\/css\" href=\"https:\/\/haltools.inria.fr\/css\/styles_publicationsHAL.css\" \/> <!-- Piwik haltools.inria.fr--> <script type=\"text\/javascript\">   var _paq = _paq || [];   _paq.push(['trackPageView']);   _paq.push(['enableLinkTracking']);   (function() {     var u=\"\/\/piwik.inria.fr\/\";     _paq.push(['setTrackerUrl', u+'piwik.php']);     _paq.push(['setSiteId', 25]);     var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];     g.type='text\/javascript'; g.async=true; g.defer=true; g.src=u+'piwik.js'; s.parentNode.insertBefore(g,s);   })(); <\/script> <noscript><\/p>\n<p><img decoding=\"async\" src=\"\/\/piwik.inria.fr\/piwik.php?idsite=25\" style=\"border:0;\" alt=\"\" \/><\/p>\n<p><\/noscript> <!-- End Piwik Code -->  <title>Publications HAL<\/title> <\/head> <body> <\/p>\n<div id=\"res_script\">\n<p class='Rubrique'>2026<\/p>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05081887v4\" target=\"_blank\" >Federated Causal Inference from Multi-Site Observational Data via Propensity Score Aggregation<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">R\u00e9mi Khellaf, Aur\u00e9lien Bellet, Julie Josse<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>43rd International Conference on Machine Learning (ICML)<\/i>, Jul 2026, Seoul, South Korea<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05081887\/file\/main_icml.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05081887\/file\/main_icml.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05081887\/file\/main_icml.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05081887v4\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05462153v2\" target=\"_blank\" >Differentially Private and Federated Structure Learning in Bayesian Networks<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Ghita Fassy El Fehri, Aur\u00e9lien Bellet, Philippe Bastien<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AISTATS 2026 &#8211; 29th International Conference on Artificial Intelligence and Statistics<\/i>, May 2026, Tanger, Morocco<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05462153\/file\/camera_ready_version.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05462153\/file\/camera_ready_version.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05462153\/file\/camera_ready_version.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05462153v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05582889v1\" target=\"_blank\" >Loss Gap Parity for Fairness in Heterogeneous Federated Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Brahim Erraji, Micha\u00ebl Perrot, Aur\u00e9lien Bellet<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AISTATS 2026 &#8211; 29th International Conference on Arti- ficial Intelligence and Statistics<\/i>, May 2026, Tanger, France<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05582889\/file\/2603.29818v1.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05582889\/file\/2603.29818v1.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05582889\/file\/2603.29818v1.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05582889v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05462250v2\" target=\"_blank\" >Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Aur\u00e9lien Bellet, Edwige Cyffers, Davide Frey, Romaric Gaudel, Dimitri Ler\u00e9v\u00e9rend, Fran\u00e7ois Ta\u00efani<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICLR 2026 &#8211; The Fourteenth International Conference on Learning Representations<\/i>, Apr 2026, Rio De Janeiro, Brazil<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05462250\/file\/MAFALDA-camera-ready.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05462250\/file\/MAFALDA-camera-ready.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05462250\/file\/MAFALDA-camera-ready.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05462250v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05423080v1\" target=\"_blank\" >A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Angelo Rodio, Giovanni Neglia, Zheng Chen, Erik G Larsson<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AAAI-26 &#8211; 40th Annual AAAI Conference on Artificial Intelligence<\/i>, Jan 2026, Singapore, Singapore<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05423080\/file\/ar_semi_decentralized_federated_learning.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05423080\/file\/ar_semi_decentralized_federated_learning.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05423080\/file\/ar_semi_decentralized_federated_learning.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05423080v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Preprints, Working Papers, &#8230;<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05506908v1\" target=\"_blank\" >Adaptive Personalized Federated Learning via Multi-task Averaging of Kernel Mean Embeddings<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Jean-Baptiste Fermanian, Batiste Le Bars, Aur\u00e9lien Bellet<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">2026<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05506908\/file\/arXiv_v1.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05506908\/file\/arXiv_v1.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05506908\/file\/arXiv_v1.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05506908v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>2025<\/p>\n<p class='SousRubrique'>Journal articles<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05126130v1\" target=\"_blank\" >INTACT: Compact Storage of Data Streams in Mobile Devices to Unlock User Privacy at the Edge<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">R\u00e9my Raes, Olivier Ruas, Adrien Luxey-Bitri, Romain Rouvoy<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Journal of Internet Services and Applications<\/i>, 2025, 16 (1), pp.372-387. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.5753\/jisa.2025.5242\">&#x27E8;10.5753\/jisa.2025.5242&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05126130\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05126130\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05126130\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05126130v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04885266v1\" target=\"_blank\" >Application of a predictive method to protect privacy of mobility data<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Emilio Molina, Mirko Fiacchini, Arthur Goarant, R\u00e9my Raes, Sophie Cerf, Bogdan Robu<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Control Engineering Practice<\/i>, 2025, 156 (March), pp.106223. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.conengprac.2024.106223\">&#x27E8;10.1016\/j.conengprac.2024.106223&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04885266\/file\/1-s2.0-S0967066124003824-main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04885266\/file\/1-s2.0-S0967066124003824-main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04885266\/file\/1-s2.0-S0967066124003824-main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04885266v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05422204v1\" target=\"_blank\" >Streaming Federated Learning with Markovian Data<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Tan-Khiem Huynh, Malcolm Egan, Giovanni Neglia, Jean-Marie Gorce<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>NeurIPS 2025 &#8211; Thirty-Ninth Annual Conference on Neural Information Processing Systems<\/i>, Dec 2025, San Diego, United States<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05422204\/file\/12686_Streaming_Federated_Lear.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05422204\/file\/12686_Streaming_Federated_Lear.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05422204\/file\/12686_Streaming_Federated_Lear.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05422204v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05423023v1\" target=\"_blank\" >Green Federated Learning via Carbon-Aware Client and Time Slot Scheduling<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Daniel Richards Arputharaj, Charlotte Rodriguez, Angelo Rodio, Giovanni Neglia<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>MASCOTS 2025 &#8211; 33rd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication System<\/i>, Oct 2025, Paris, France. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/MASCOTS67699.2025.11283314\">&#x27E8;10.1109\/MASCOTS67699.2025.11283314&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05423023\/file\/Green_FL.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05423023\/file\/Green_FL.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05423023\/file\/Green_FL.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05423023v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05318034v1\" target=\"_blank\" >Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Francesco Diana, Andr\u00e9 Nusser, Chuan Xu, Giovanni Neglia<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>41st Conference on Uncertainty in Artificial Intelligence (UAI &#8217;25)<\/i>, Jul 2025, Rio de Janeiro, Brazil. pp.959-980, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.5555\/3762387.3762431\">&#x27E8;10.5555\/3762387.3762431&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05318034\/file\/382_Cutting_Through_Privacy_A_.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05318034\/file\/382_Cutting_Through_Privacy_A_.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05318034\/file\/382_Cutting_Through_Privacy_A_.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05318034v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05464347v1\" target=\"_blank\" >When to Forget? Complexity Trade-offs in Machine Unlearning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Martin van Waerebeke, Marco Lorenzi, Giovanni Neglia, Kevin Scaman<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICML 2025 &#8211; International Conference in Machine Learning<\/i>, Jul 2025, Vancouver (BC), Canada<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05464347\/file\/arxiv_main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05464347\/file\/arxiv_main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05464347\/file\/arxiv_main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05464347v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05429191v1\" target=\"_blank\" >FedBEns: One-Shot Federated Learning based on Bayesian Ensemble<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Jacopo Talpini, Marco Savi, Giovanni Neglia<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICML 2025 &#8211; 42nd International Conference on Machine Learning<\/i>, Jul 2025, Vancouver, Canada<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05429191\/file\/6630_FedBEns_One_Shot_Federate.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05429191\/file\/6630_FedBEns_One_Shot_Federate.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05429191\/file\/6630_FedBEns_One_Shot_Federate.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05429191v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04928609v1\" target=\"_blank\" >AndroWatts: Unpacking the Power Consumption of Mobile Device&#8217;s Components<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">\u00c9douard Gu\u00e9gain, R\u00e9my Raes, No\u00e9 Chachignot, Cl\u00e9ment Quinton, Romain Rouvoy<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>MOBILESoft&#8217;25 &#8211; 12th International Conference on Mobile Software Engineering and Systems<\/i>, Apr 2025, Ottawa, Canada<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04928609\/file\/MOBILESoft25.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04928609\/file\/MOBILESoft25.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04928609\/file\/MOBILESoft25.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04928609v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04878986v2\" target=\"_blank\" >Scalable Decentralized Algorithms for Online Personalized Mean Estimation<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Franco Galante, Giovanni Neglia, Emilio Leonardi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>39th Annual AAAI Conference on Artificial Intelligence &#8211; AAAI 2025<\/i>, Feb 2025, Philadelphia (Pennsylvania), United States. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1609\/aaai.v39i16.33835\">&#x27E8;10.1609\/aaai.v39i16.33835&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04878986\/file\/collaborative_mean_estimation.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04878986\/file\/collaborative_mean_estimation.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04878986\/file\/collaborative_mean_estimation.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04878986v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04878082v1\" target=\"_blank\" >Attribute Inference Attacks for Federated Regression Tasks<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Francesco Diana, Othmane Marfoq, Chuan Xu, Giovanni Neglia, Fr\u00e9d\u00e9ric Giroire, Eoin Thomas<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>39th Annual AAAI Conference on Artificial Intelligence &#8211; AAAI 2025<\/i>, Feb 2025, Philadelphia (Pennsylvania), United States. pp.16271-16279, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1609\/aaai.v39i15.33787\">&#x27E8;10.1609\/aaai.v39i15.33787&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04878082\/file\/AAAI_AIA_Camera_Ready%20%283%29.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04878082\/file\/AAAI_AIA_Camera_Ready%20%283%29.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04878082\/file\/AAAI_AIA_Camera_Ready%20%283%29.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04878082v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04747923v3\" target=\"_blank\" >Federated Causal Inference: Multi-Study ATE Estimation beyond Meta-Analysis<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">R\u00e9mi Khellaf, Aur\u00e9lien Bellet, Julie Josse<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AISTATS 2025 &#8211; 28th International Conference on Artificial Intelligence and Statistics<\/i>, 2025, Mai Khao, Thailand<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04747923\/file\/2410.16870v2.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04747923\/file\/2410.16870v2.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04747923\/file\/2410.16870v2.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04747923v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Preprints, Working Papers, &#8230;<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04893012v1\" target=\"_blank\" >A cautionary tale on the cost-effectiveness of collaborative AI in real-world medical applications<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Francesco Cremonesi, Lucia Innocenti, Sebastien Ourselin, Vicky Goh, Michela Antonelli, Marco Lorenzi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">2025<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04893012\/file\/2412.06494v1.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04893012\/file\/2412.06494v1.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04893012\/file\/2412.06494v1.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04893012v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>2024<\/p>\n<p class='SousRubrique'>Journal articles<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04308195v1\" target=\"_blank\" >On the incompatibility of accuracy and equal opportunity<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Carlos Pinz\u00f3n, Catuscia Palamidessi, Pablo Piantanida, Frank Valencia<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Machine Learning<\/i>, 2024, 113 (5), pp.2405-2434. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/s10994-023-06331-y\">&#x27E8;10.1007\/s10994-023-06331-y&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04308195\/file\/main-journal.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04308195\/file\/main-journal.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04308195\/file\/main-journal.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04308195v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04811920v1\" target=\"_blank\" >Link Inference Attacks in Vertical Federated Graph Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Oualid Zari, Chuan Xu, Javier Parra-Arnau, Ay\u015fe \u00dcnsal, Melek \u00d6nen<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ACSAC 2024 &#8211; 40th Annual Computer Security Applications Conference<\/i>, Dec 2024, Honolulu, United States<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04811920\/file\/LIA_VFGL_CR.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04811920\/file\/LIA_VFGL_CR.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04811920\/file\/LIA_VFGL_CR.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04811920v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04729716v2\" target=\"_blank\" >Beauty or beast: human behavioral insights and learning power of federated mobility prediction<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Jo\u00e3o Paulo Esper, Aline Carneiro Viana, Jussara M. Almeida<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ACM SIGSPATIAL &#8211; 32nd International Conference on Advances in Geographic Information Systems<\/i>, ACM, Oct 2024, Atlanta, United States. pp.325-337, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1145\/3678717.3691323\">&#x27E8;10.1145\/3678717.3691323&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04729716\/file\/main-WP.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04729716\/file\/main-WP.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04729716\/file\/main-WP.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04729716v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04762831v1\" target=\"_blank\" >FedStale: leveraging Stale Updates in Federated Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Angelo Rodio, Giovanni Neglia<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ECAI 2024 &#8211; 27TH European Conference on Artificial Intelligence<\/i>, Oct 2024, Santiago De Compostela, Spain. pp.3071-3078, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.3233\/FAIA240849\">&#x27E8;10.3233\/FAIA240849&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04762831\/file\/FedStale%20%281%29.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04762831\/file\/FedStale%20%281%29.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04762831\/file\/FedStale%20%281%29.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04762831v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04707344v1\" target=\"_blank\" >Protection against Source Inference Attacks in Federated Learning using Unary Encoding and Shuffling<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>CCS 2024 &#8211; The ACM Conference on Computer and Communications Security<\/i>, ACM, Oct 2024, Salt Lake City, United States. pp.5036-5038, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1145\/3658644.3691411\">&#x27E8;10.1145\/3658644.3691411&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04707344\/file\/SIA_Defense-13.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04707344\/file\/SIA_Defense-13.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04707344\/file\/SIA_Defense-13.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04707344v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04762819v1\" target=\"_blank\" >FedLoRa: IoT Spectrum Sensing Through Fast and Energy-Efficient Federated Learning in LoRa Networks<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Fabio Busacca, Stefano Mangione, Giovanni Neglia, Ilenia Tinnirello, Sergio Palazzo, Francesco Restuccia<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>MASS 2024 &#8211; IEEE 21st International Conference on Mobile Ad-Hoc and Smart Systems<\/i>, Sep 2024, Seoul, South Korea. pp.295-303, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/MASS62177.2024.00047\">&#x27E8;10.1109\/MASS62177.2024.00047&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/inria.hal.science\/hal-04762819v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04762825v1\" target=\"_blank\" >FedDec: Peer-to-peer Aided Federated Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Marina Costantini, Giovanni Neglia, Thrasyvoulos Spyropoulos<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>SPAWC 2024 &#8211; IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications<\/i>, Sep 2024, Lucca, Italy. pp.426-430, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/SPAWC60668.2024.10694344\">&#x27E8;10.1109\/SPAWC60668.2024.10694344&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04762825\/file\/FedDec_SPAWC%20%281%29.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04762825\/file\/FedDec_SPAWC%20%281%29.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04762825\/file\/FedDec_SPAWC%20%281%29.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04762825v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04779140v1\" target=\"_blank\" >DynSplit: A Dynamic Split Learning Scheme for 5G-Enpowered Metaverse<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Yunmeng Shu, Pengwenlong Gu, C\u00e9dric Adjih, Chung Shue Chen, Ahmed Serhrouchni<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>MetaCom 2024 &#8211; 2nd Annual IEEE International Conference on Metaverse Computing, Networking, and Applications<\/i>, Aug 2024, Hong Kong, China. pp.214-221, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/MetaCom62920.2024.00043\">&#x27E8;10.1109\/MetaCom62920.2024.00043&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04779140\/file\/Efficient_EdgeML%20%281%29.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04779140\/file\/Efficient_EdgeML%20%281%29.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04779140\/file\/Efficient_EdgeML%20%281%29.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04779140v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04610652v1\" target=\"_blank\" >Privacy Attacks in Decentralized Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Abdellah El Mrini, Edwige Cyffers, Aur\u00e9lien Bellet<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICML 2024 &#8211; Forty-first International Conference on Machine Learning<\/i>, Jul 2024, Vienne (Austria), Austria. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.48550\/arXiv.2402.10001\">&#x27E8;10.48550\/arXiv.2402.10001&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2402.10001\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2402.10001\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04610652v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04611418v1\" target=\"_blank\" >Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Batiste Le Bars, Aur\u00e9lien Bellet, Marc Tommasi, Kevin Scaman, Giovanni Neglia<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICML 2024 &#8211; The Forty-first International Conference on Machine Learning<\/i>, Jul 2024, Vienne, Austria<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04611418\/file\/Stability_and_generalization_D_SGD.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04611418\/file\/Stability_and_generalization_D_SGD.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04611418\/file\/Stability_and_generalization_D_SGD.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04611418v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04610660v1\" target=\"_blank\" >Differentially Private Decentralized Learning with Random Walks<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Edwige Cyffers, Aur\u00e9lien Bellet, Jalaj Upadhyay<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICML 2024 &#8211; Forty-first International Conference on Machine Learning<\/i>, Jul 2024, Vienne (Autriche), Austria. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.48550\/arXiv.2402.07471\">&#x27E8;10.48550\/arXiv.2402.07471&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2402.07471\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2402.07471\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04610660v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04614505v1\" target=\"_blank\" >DP-SGD with weight clipping<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Antoine Barczewski, Jan Ramon<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>CAp (Conf\u00e9rence sur l&#8217;Apprentissage automatique) 2024<\/i>, SSFAM (Soci\u00e9t\u00e9 Savante Fran\u00e7aise d&#8217;Apprentissage Machine); AFRIF (Association Fran\u00e7aise pour la Reconnaissance et l&#8217;Interpr\u00e9tation des Formes), Jul 2024, Lille (France), France. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.48550\/arXiv.2310.18001\">&#x27E8;10.48550\/arXiv.2310.18001&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04614505\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04614505\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04614505\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04614505v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04576743v1\" target=\"_blank\" >Venice: eschewing the cloud by leveraging local communication channels<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">R\u00e9my Raes, Adrien Luxey-Bitri, Romain Rouvoy, Davide Frey, Fran\u00e7ois Ta\u00efani<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICT4S 2024 &#8211; International Conference on Information and Communications Technology for Sustainability<\/i>, Jun 2024, Stockholm, Sweden. pp.1-4<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04576743\/file\/venice.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04576743\/file\/venice.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04576743\/file\/venice.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04576743v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04895743v1\" target=\"_blank\" >Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Kevin Scaman, Mathieu Even, Batiste Le Bars, Laurent Massouli\u00e9<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AISTATS 2024 &#8211; International Conference on Artificial Intelligence and Statistics<\/i>, May 2024, Valencia, Spain<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04895743\/file\/scaman24a.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04895743\/file\/scaman24a.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04895743\/file\/scaman24a.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04895743v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04839304v1\" target=\"_blank\" >SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Yann Fraboni, Martin van Waerebeke, Richard Vidal, Laetitia Kameni, Kevin Scaman, Marco Lorenzi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AISTATS 2024 &#8211; International Conference on Artificial Intelligence and Statistics<\/i>, May 2024, Valencia, Spain<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04839304\/file\/2211.11656v5.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04839304\/file\/2211.11656v5.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04839304\/file\/2211.11656v5.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04839304v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04941814v1\" target=\"_blank\" >Online Sensitivity Optimization in Differentially Private Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Filippo Galli, Catuscia Palamidessi, Tommaso Cucinotta<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AAAI 2024 &#8211; National Conference on Artificial Intelligence<\/i>, Feb 2024, Vancouver, Canada. pp.12109-12117, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1609\/aaai.v38i11.29099\">&#x27E8;10.1609\/aaai.v38i11.29099&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04941814\/file\/2310.00829v2.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04941814\/file\/2310.00829v2.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04941814\/file\/2310.00829v2.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04941814v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Preprints, Working Papers, &#8230;<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04792394v1\" target=\"_blank\" >Attribute Inference Attacks for Federated Regression Tasks<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Francesco Diana, Othmane Marfoq, Chuan Xu, Giovanni Neglia, Fr\u00e9d\u00e9ric Giroire, Eoin Thomas<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">2024<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2411.12697v1\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2411.12697v1\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04792394v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04579882v1\" target=\"_blank\" >Marginal and training-conditional guarantees in one-shot federated conformal prediction<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Pierre Humbert, Batiste Le Bars, Aur\u00e9lien Bellet, Sylvain Arlot<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">2024<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04579882\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04579882\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04579882\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04579882v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>2023<\/p>\n<p class='SousRubrique'>Journal articles<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04320177v1\" target=\"_blank\" >Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Filippo Galli, Kangsoo Jung, Sayan Biswas, Catuscia Palamidessi, Tommaso Cucinotta<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>SN Computer Science<\/i>, 2023, Volume 4, issue 6, November 2023, 4 (6), pp.831. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/s42979-023-02292-0\">&#x27E8;10.1007\/s42979-023-02292-0&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04320177\/file\/s42979-023-02292-0.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04320177\/file\/s42979-023-02292-0.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04320177\/file\/s42979-023-02292-0.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04320177v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04575113v1\" target=\"_blank\" >A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Marine Picot, Federica Granese, Guillaume Staerman, Marco Romanelli, Francisco Messina, Pablo Piantanida, Pierre Colombo<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Transactions on Machine Learning Research <\/i>, 2023<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04575113\/file\/451_a_halfspace_mass_depth_based_m.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04575113\/file\/451_a_halfspace_mass_depth_based_m.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04575113\/file\/451_a_halfspace_mass_depth_based_m.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04575113v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04364293v1\" target=\"_blank\" >Federated Learning Under Heterogeneous and Correlated Client Availability<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, Emilio Leonardi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>IEEE\/ACM Transactions on Networking<\/i>, 2023, pp.1-10. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/TNET.2023.3324257\">&#x27E8;10.1109\/TNET.2023.3324257&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04364293\/file\/ton.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04364293\/file\/ton.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04364293\/file\/ton.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04364293v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04349219v1\" target=\"_blank\" >Bounding Information Leakage in Machine Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Ganesh Del Grosso, George Pichler, Catuscia Palamidessi, Pablo Piantanida<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Neurocomputing<\/i>, 2023, 534, pp.1-17. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.neucom.2023.02.058\">&#x27E8;10.1016\/j.neucom.2023.02.058&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04349219\/file\/2105.03875.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04349219\/file\/2105.03875.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04349219\/file\/2105.03875.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04349219v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04364289v1\" target=\"_blank\" >Federated Learning with Packet Losses<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Angelo Rodio, Giovanni Neglia, Fabio Busacca, Stefano Mangione, Sergio Palazzo, Francesco Restuccia, Ilenia Tinnirello<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>WPMC 2023 &#8211; 26th International Symposium on Wireless Personal Multimedia Communications<\/i>, Nov 2023, Tampa, United States. pp.1-6, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/WPMC59531.2023.10338845\">&#x27E8;10.1109\/WPMC59531.2023.10338845&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04364289\/file\/wpmc.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04364289\/file\/wpmc.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04364289\/file\/wpmc.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04364289v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03981605v2\" target=\"_blank\" >One-Shot Federated Conformal Prediction<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Pierre Humbert, Batiste Le Bars, Aur\u00e9lien Bellet, Sylvain Arlot<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICML 2023 &#8211; 40th International Conference on Machine Learning<\/i>, Jul 2023, Honolulu (Hawai), United States<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03981605\/file\/one_shot_federated_conformal_prediction.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03981605\/file\/one_shot_federated_conformal_prediction.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03981605\/file\/one_shot_federated_conformal_prediction.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03981605v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04260417v1\" target=\"_blank\" >From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Edwige Cyffers, Aur\u00e9lien Bellet, Debabrota Basu<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Proceedings of the 40th International Conference on Machine Learning (ICML)<\/i>, Jul 2023, Honolulu, United States<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2302.12559\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2302.12559\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04260417v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04364285v1\" target=\"_blank\" >Federated Learning under Heterogeneous and Correlated Client Availability<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, Emilio Leonardi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>IEEE INFOCOM 2023 &#8211; IEEE Conference on Computer Communications<\/i>, May 2023, New York City, United States. pp.1-10, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/INFOCOM53939.2023.10228876\">&#x27E8;10.1109\/INFOCOM53939.2023.10228876&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04364285\/file\/infocom.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04364285\/file\/infocom.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04364285\/file\/infocom.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04364285v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04385635v1\" target=\"_blank\" >Federated Learning for Data Streams<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Othmane Marfoq, Giovanni Neglia, Laetitia Kameni, Richard Vidal<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AISTATS 2023 &#8211; The 26th International Conference on Artificial Intelligence and Statistics<\/i>, Apr 2023, Valencia (Espagne), Spain<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04385635\/file\/2301.01542%20%284%29.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04385635\/file\/2301.01542%20%284%29.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04385635\/file\/2301.01542%20%284%29.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04385635v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03905091v2\" target=\"_blank\" >Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Batiste Le Bars, Aur\u00e9lien Bellet, Marc Tommasi, Erick Lavoie, Anne-Marie Kermarrec<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023)<\/i>, 2023, Valencia, Spain, Spain<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-03905091\/file\/2204.04452.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-03905091\/file\/2204.04452.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-03905091\/file\/2204.04452.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03905091v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03907130v1\" target=\"_blank\" >Group privacy for personalized federated learning<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Filippo Galli, Sayan Biswas, Kangsoo Jung, Tommaso Cucinotta, Catuscia Palamidessi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Proceedings of the 9th International Conference on Information Systems Security and Privacy &#8211; ICISSP<\/i>, 2023, Lisbon, Portugal. pp.252-263, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.5220\/0011885000003405\">&#x27E8;10.5220\/0011885000003405&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2206.03396\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2206.03396\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03907130v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Poster communications<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04699120v1\" target=\"_blank\" >Impact of Mobility Patterns on Federated Learning applied to Human Mobility Prediction<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Jo\u00e3o Paulo Esper, Aline Carneiro Viana, Jussara M. Almeida<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>NetMob 2023<\/i>, Oct 2023, Madrid, Spain. <a target=\"_blank\" href=\"https:\/\/netmob.org\/www23\/\"><\/a>, 2023<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04699120\/file\/Impact%20of%20Mobility%20Patterns%20on%20Federated%20Learning%20applied%20to%20Human%20Mobility%20Prediction.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04699120\/file\/Impact%20of%20Mobility%20Patterns%20on%20Federated%20Learning%20applied%20to%20Human%20Mobility%20Prediction.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04699120\/file\/Impact%20of%20Mobility%20Patterns%20on%20Federated%20Learning%20applied%20to%20Human%20Mobility%20Prediction.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04699120v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>2022<\/p>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/cnrs.hal.science\/hal-03906768v1\" target=\"_blank\" >Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Edwige Cyffers, Mathieu Even, Aur\u00e9lien Bellet, Laurent Massouli\u00e9<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>NeurIPS 2022 &#8211; 36th Conference on Neural Information Processing Systems<\/i>, Nov 2022, New Orleans, United States<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2206.05091\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2206.05091\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/cnrs.hal.science\/hal-03906768v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl><\/div>\n<p> <\/body> <\/html> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Publications HAL 2026 Conference papers titre Federated Causal Inference from Multi-Site Observational Data via Propensity Score Aggregation auteur R\u00e9mi Khellaf, Aur\u00e9lien Bellet, Julie Josse article 43rd International Conference on Machine Learning (ICML), Jul 2026, Seoul, South Korea Acc\u00e8s au texte int\u00e9gral et bibtex titre Differentially Private and Federated Structure Learning\u2026<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/project.inria.fr\/fedmalin\/publications\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":1070,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_members_access_role":[],"_members_access_error":""},"class_list":["post-67","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/fedmalin\/wp-json\/wp\/v2\/pages\/67","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/fedmalin\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/fedmalin\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/fedmalin\/wp-json\/wp\/v2\/users\/1070"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/fedmalin\/wp-json\/wp\/v2\/comments?post=67"}],"version-history":[{"count":9,"href":"https:\/\/project.inria.fr\/fedmalin\/wp-json\/wp\/v2\/pages\/67\/revisions"}],"predecessor-version":[{"id":129,"href":"https:\/\/project.inria.fr\/fedmalin\/wp-json\/wp\/v2\/pages\/67\/revisions\/129"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/fedmalin\/wp-json\/wp\/v2\/media?parent=67"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}