

{"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:\/\/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<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05081887v3\" 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\">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-05081887\/file\/Federated_Causal_Inferences_in_Observational_Studies_ARXIV_V3.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05081887\/file\/Federated_Causal_Inferences_in_Observational_Studies_ARXIV_V3.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05081887\/file\/Federated_Causal_Inferences_in_Observational_Studies_ARXIV_V3.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05081887v3\/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 Journal<\/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 Differentially Private and Federated Structure Learning in Bayesian Networks auteur Ghita Fassy El Fehri, Aur\u00e9lien Bellet, Philippe Bastien article AISTATS 2026 &#8211; 29th International Conference on Artificial Intelligence and Statistics, May 2026, Tanger, Morocco Acc\u00e8s au texte int\u00e9gral et bibtex titre Loss Gap Parity\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":""},"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}]}}