{"id":22,"date":"2024-01-04T01:43:13","date_gmt":"2024-01-04T01:43:13","guid":{"rendered":"http:\/\/vargas-solar.com\/friendly\/?page_id=22"},"modified":"2024-01-04T01:43:13","modified_gmt":"2024-01-04T01:43:13","slug":"contribution","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/friendly\/contribution\/","title":{"rendered":"CONTRIBUTION"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Scientific contributions<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Intersectional metrics for measuring data and models bias index at local and global federated learning settings (protocol and mathematical model).&nbsp;<\/li><li>Intersectional approaches, aware of diversity and inclusion perspectives for designing data science pipelines (mathematical model).&nbsp;<\/li><li>Certification and negotiation-based approach for assessing intersectional bias levels in federated learning (model and protocol).&nbsp;<\/li><li>Experimentations (experiment setting + software on Github + statistics + paper).<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Dissemination and consolidation of the collaboration<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Publications (2\/year) submitted, for example, in EDBT, CAISE, and Springer Cloud Computing Journal, depending on the status of the results.<\/li><li>Master student reports with paper versions on Arxiv.<\/li><li>By the end of the first semester of 2024, with evidence of strong collaboration, we will approach either a European, French Agence Nationale de la Recherche (ANR) or a binational collaboration call (e.g., University Franco-Italienne UFI) to pursue collaborative proposals.<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Scientific contributions Intersectional metrics for measuring data and models bias index at local and global federated learning settings (protocol and mathematical model).&nbsp; Intersectional approaches, aware of diversity and inclusion perspectives for designing data science pipelines (mathematical model).&nbsp; Certification and negotiation-based &hellip; <a href=\"http:\/\/vargas-solar.com\/friendly\/contribution\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-22","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/friendly\/wp-json\/wp\/v2\/pages\/22","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/friendly\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/friendly\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/friendly\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/friendly\/wp-json\/wp\/v2\/comments?post=22"}],"version-history":[{"count":1,"href":"http:\/\/vargas-solar.com\/friendly\/wp-json\/wp\/v2\/pages\/22\/revisions"}],"predecessor-version":[{"id":23,"href":"http:\/\/vargas-solar.com\/friendly\/wp-json\/wp\/v2\/pages\/22\/revisions\/23"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/friendly\/wp-json\/wp\/v2\/media?parent=22"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}