{"id":7212,"date":"2023-12-02T18:24:48","date_gmt":"2023-12-02T17:24:48","guid":{"rendered":"https:\/\/dbdmg.polito.it\/dbdmg_web\/?page_id=7212"},"modified":"2023-12-06T18:16:21","modified_gmt":"2023-12-06T17:16:21","slug":"gabriele-ciravegna","status":"publish","type":"page","link":"https:\/\/dbdmg.polito.it\/dbdmg_web\/gabriele-ciravegna\/","title":{"rendered":"Gabriele Ciravegna"},"content":{"rendered":"\n<div class=\"wp-block-group eplus-wrapper\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex eplus-styles-uid-dc6151\">\n<div class=\"wp-block-column is-vertically-aligned-center eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h1 class=\" wp-block-heading eplus-wrapper\">Gabriele Ciravegna<\/h1>\n\n\n\n<p class=\" eplus-wrapper\">I am a Postdoctoral Researcher in the DBDMG team of Politecnico di Torino, dedicated to advancing <strong>Artificial Intelligence<\/strong>. My work focuses on making <strong>Deep Neural Networks<\/strong> not only more powerful but also <strong>Understandable<\/strong> and<strong> Trustworthy<\/strong>.<\/p>\n\n\n\n<p class=\" eplus-wrapper\">Previously, I have been working as a PostDoc in the <a href=\"https:\/\/team.inria.fr\/maasai\/\" data-type=\"link\" data-id=\"https:\/\/team.inria.fr\/maasai\/\">MAASAI<\/a> team of Inria at Sophia Antipolis (France), from 2022-2023. In 2022, I received the Ph.D. degree with honours from the University of Florence under the supervision of Professor <a href=\"https:\/\/scholar.google.com\/citations?user=wBMRRk0AAAAJ&amp;hl=it\">Marco Gori<\/a>.  In 2018 I received a master\u2019s degree in Computer Engineering with honours at the Polytechnic of Turin.\u00a0Besides machine learning, I also like football, volleyball, and playing the piano. <\/p>\n\n\n\n<ul class=\"wp-block-social-links has-normal-icon-size has-visible-labels eplus-wrapper is-horizontal is-content-justification-left is-layout-flex wp-container-core-social-links-is-layout-7e5fce0a wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-linkedin  wp-block-social-link\"><a rel=\"noopener nofollow\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/gabriele-ciravegna-5a1130124\/\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label\">LinkedIn<\/span><\/a><\/li>\n\n<li class=\"wp-social-link wp-social-link-chain  wp-block-social-link\"><a rel=\"noopener nofollow\" target=\"_blank\" href=\"https:\/\/scholar.google.com\/citations?user=-k0H_DIAAAAJ&amp;hl=it&amp;oi=sra\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M15.6,7.2H14v1.5h1.6c2,0,3.7,1.7,3.7,3.7s-1.7,3.7-3.7,3.7H14v1.5h1.6c2.8,0,5.2-2.3,5.2-5.2,0-2.9-2.3-5.2-5.2-5.2zM4.7,12.4c0-2,1.7-3.7,3.7-3.7H10V7.2H8.4c-2.9,0-5.2,2.3-5.2,5.2,0,2.9,2.3,5.2,5.2,5.2H10v-1.5H8.4c-2,0-3.7-1.7-3.7-3.7zm4.6.9h5.3v-1.5H9.3v1.5z\"><\/path><\/svg><span class=\"wp-block-social-link-label\">Google Scholar<\/span><\/a><\/li>\n\n<li class=\"wp-social-link wp-social-link-mail  wp-block-social-link\"><a rel=\"noopener nofollow\" target=\"_blank\" href=\"mailto:gabriele.ciravegna@polito.it\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19,5H5c-1.1,0-2,.9-2,2v10c0,1.1.9,2,2,2h14c1.1,0,2-.9,2-2V7c0-1.1-.9-2-2-2zm.5,12c0,.3-.2.5-.5.5H5c-.3,0-.5-.2-.5-.5V9.8l7.5,5.6,7.5-5.6V17zm0-9.1L12,13.6,4.5,7.9V7c0-.3.2-.5.5-.5h14c.3,0,.5.2.5.5v.9z\"><\/path><\/svg><span class=\"wp-block-social-link-label\">Email<\/span><\/a><\/li><\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><figure class=\"is-style-rounded  wp-block-image size-full is-resized eplus-wrapper eplus-styles-uid-8cf53d\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"640\" src=\"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2023\/10\/GabrieleCiravegna-3.jpg\" alt=\"\" class=\"wp-image-7213\" style=\"object-fit:cover;width:300px;height:300px\" srcset=\"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2023\/10\/GabrieleCiravegna-3.jpg 640w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2023\/10\/GabrieleCiravegna-3-300x300.jpg 300w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2023\/10\/GabrieleCiravegna-3-150x150.jpg 150w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2023\/10\/GabrieleCiravegna-3-200x200.jpg 200w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure><\/div>\n<\/div><\/div><\/div>\n\n\n<div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex eplus-styles-uid-f0dc29\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><h3 class=\" wp-block-heading eplus-wrapper eplus-styles-uid-f6c6f4\">Recent Publications<\/h3>\n\n<ul class=\"eplus-wrapper wp-block-list eplus-styles-uid-d0eec0\">\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=it&amp;user=-k0H_DIAAAAJ&amp;citation_for_view=-k0H_DIAAAAJ:ufrVoPGSRksC\">A constraint-based approach to learning and explanation<\/a>, AAAI, 2020.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=it&amp;user=-k0H_DIAAAAJ&amp;citation_for_view=-k0H_DIAAAAJ:UebtZRa9Y70C\">Human-Driven FOL Explanations of Deep Learning.<\/a> IJCAI, 2020.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=it&amp;user=-k0H_DIAAAAJ&amp;citation_for_view=-k0H_DIAAAAJ:_FxGoFyzp5QC\">Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers<\/a>, TPAMI, 2021.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=it&amp;user=-k0H_DIAAAAJ&amp;citation_for_view=-k0H_DIAAAAJ:ULOm3_A8WrAC\">Entropy-based logic explanations of neural networks<\/a>, AAAI, 2022.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=it&amp;user=-k0H_DIAAAAJ&amp;citation_for_view=-k0H_DIAAAAJ:iH-uZ7U-co4C\">Concept embedding models: Beyond the accuracy-explainability trade-off<\/a>, NeurIPS, 2022.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=it&amp;user=-k0H_DIAAAAJ&amp;citation_for_view=-k0H_DIAAAAJ:YOwf2qJgpHMC\">Logic explained networks<\/a>, Artificial Intelligence, 2023.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/scholar.google.com\/scholar?oi=bibs&amp;cluster=1741274531078077964&amp;btnI=1&amp;hl=it\">Interpretable Neural-Symbolic Concept Reasoning<\/a>, ICML, 2023.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=it&amp;user=-k0H_DIAAAAJ&amp;cstart=20&amp;pagesize=80&amp;citation_for_view=-k0H_DIAAAAJ:M3ejUd6NZC8C\">Knowledge-driven active learning<\/a>, ECML, 2023.<\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:42%\">\n<h3 class=\" wp-block-heading eplus-wrapper\">Awards<\/h3>\n\n\n<ul class=\"eplus-wrapper wp-block-list eplus-styles-uid-2e112f\">\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/www.siren-neural-net.it\/caianiello-award-2023\/\">Best PhD thesis Award<\/a> &#8211; Premio Caianiello 2023<\/li>\n\n\n\n<li class=\" eplus-wrapper\">Best Paper Award &#8211; AIxIA Conference 2023 <\/li>\n<\/ul>\n\n\n<h3 class=\" wp-block-heading eplus-wrapper\">Conference &amp; Journal Organization<\/h3>\n\n\n<ul class=\"eplus-wrapper wp-block-list eplus-styles-uid-2fb5a0\">\n<li class=\" eplus-wrapper\">AAAI Program Committee<\/li>\n\n\n\n<li class=\" eplus-wrapper\">IJCAI Reviewer<\/li>\n\n\n\n<li class=\" eplus-wrapper\">ECML Reviewer<\/li>\n\n\n\n<li class=\" eplus-wrapper\">TNNLS Reviewer<\/li>\n<\/ul><\/div>\n<\/div>\n\n<div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex eplus-styles-uid-c07cc5\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h3 class=\" wp-block-heading eplus-wrapper\">Courses<\/h3>\n\n\n<ul class=\"eplus-wrapper wp-block-list eplus-styles-uid-42b33a\">\n<li class=\" eplus-wrapper\">Advanced Deep Learning, Universit\u00e9 C\u00f4te d&#8217;Azur (2022-2023)<\/li>\n\n\n\n<li class=\" eplus-wrapper\">Machine Learning for Networking, Politecnico di Torino (2023-2024)<\/li>\n<\/ul>\n\n\n<h3 class=\" wp-block-heading eplus-wrapper\">Invited Talks<\/h3>\n\n\n<ul class=\"eplus-wrapper wp-block-list eplus-styles-uid-e51a60\">\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/talks.cam.ac.uk\/talk\/index\/173735\" data-type=\"link\" data-id=\"https:\/\/talks.cam.ac.uk\/talk\/index\/173735\">\u2018\u2018On the Two-fold Role of Logic Constraints in Deep Learning\u2019\u2019<\/a>, Artificial Intelligence Research Group Talks, Cambridge University, 2021<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/sites.google.com\/view\/nwi2022\/program?authuser=0#:~:text=Gabriele%20Ciravegna%3A%20Entropy%2DBased%20Logic%20Explanations%20of%20Neural%20Networks\">\u2018\u2018Entropy-Based Logic Explanations of Neural Networks\u2019\u2019<\/a>, 1st Nice Workshop on Interpretability, 2022.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a href=\"https:\/\/www.vision4ai.eu\/future-mobility-value-of-data-trust-in-ai\/\">\u201cConcept-based Models: Towards Interpretable-by-design Neural Networks\u2019\u2019,<\/a> Trusted AI &#8211; The future of creating ethical and responsible AI systems, AI4Media Theme Development Workshop, 2023.<\/li>\n\n\n\n<li class=\" eplus-wrapper\"> <a href=\"https:\/\/sites.google.com\/view\/nwi2023\/program?authuser=0#:~:text=Gabriele%20Ciravegna%3A%20XAI%20Is%20Dead%2C%20Long%20Live%20C%2DXAI%3A%20A%20Paradigm%20Shift%20in%20Explainable%20Artificial%20Intelligence\">\u2018\u2018XAI Is Dead, Long Live C-XAI: A Paradigm Shift in Explainable Artificial Intelligence\u2019\u2019<\/a>, 2nd Nice Workshop on Interpretability, 2023.<\/li>\n<\/ul><\/div>\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow eplus-styles-uid-e66320\" style=\"flex-basis:46.4%\"><figure class=\"wp-embed-aspect-16-9 wp-has-aspect-ratio wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube eplus-wrapper eplus-styles-uid-d3eb9e\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"On the Two-fold Role of Logic Constraints in Deep Learning\" width=\"1505\" height=\"847\" src=\"https:\/\/www.youtube.com\/embed\/t0Yza0B-rNA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Gabriele Ciravegna I am a Postdoctoral Researcher in the DBDMG team of Politecnico di Torino, dedicated to advancing Artificial Intelligence. My work focuses on making Deep Neural Networks not only more powerful but also Understandable and Trustworthy. Previously, I have been working as a PostDoc in the MAASAI team of &hellip;<\/p>\n","protected":false},"author":34,"featured_media":7956,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"editor_plus_copied_stylings":"{}","footnotes":""},"class_list":["post-7212","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/pages\/7212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/users\/34"}],"replies":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/comments?post=7212"}],"version-history":[{"count":40,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/pages\/7212\/revisions"}],"predecessor-version":[{"id":9500,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/pages\/7212\/revisions\/9500"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/media\/7956"}],"wp:attachment":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/media?parent=7212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}