{"id":816,"date":"2020-01-21T23:02:36","date_gmt":"2020-01-21T22:02:36","guid":{"rendered":"http:\/\/pages.di.unipi.it\/bacciu\/?page_id=816"},"modified":"2025-04-07T13:13:55","modified_gmt":"2025-04-07T12:13:55","slug":"researchers","status":"publish","type":"page","link":"https:\/\/pages.di.unipi.it\/bacciu\/supervision\/researchers\/","title":{"rendered":"Research"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Post-Doc<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>(Dic 2024-&#8230;) Deepan Anbarasan (ContinualIST)<\/li>\n\n\n\n<li>(Nov 2024-&#8230;) Riccardo Massidda<\/li>\n\n\n\n<li>(Nov 2024-&#8230;) Geremia Pompei (ContinualIST)<\/li>\n\n\n\n<li>(Aug 2024-&#8230;) Alessio Gravina<\/li>\n\n\n\n<li>(Jan 2024 &#8211; &#8230;) Valerio De Caro<\/li>\n\n\n\n<li>(Nov 2023-Nov 2024) Francesco Landolfi<\/li>\n\n\n\n<li>(Apr 2023- Apr 2024) Andrea Cossu<\/li>\n\n\n\n<li>(Dec 2022- Jan 2025) Andrea Ceni<\/li>\n\n\n\n<li>(Nov 2022- Jan 2023) Andrea Valenti<\/li>\n\n\n\n<li>(Feb 2021-Lug 2022) Daniele Castellana<\/li>\n\n\n\n<li>(Jun 2021-Feb 2022) Elisa Ferrari<\/li>\n\n\n\n<li>(Feb 2021-Jan 2022) Antonio Carta<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Ph.D. students<\/strong><\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">Completed<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>Trustworthy AI In Practice: Modeling, Trade-Offs, and Applications (2021-2024)<\/em> Wesam Nitham Alabbasi, Computer Science Ph.D., Universit\u00e0 di Pisa (co-supervision)<\/li>\n\n\n\n<li><em>An Optimization Perspective on Deep Neural Networks (2019-2024)<\/em> <a href=\"https:\/\/github.com\/trenta3\">Dario Balboni,<\/a> Data Science PhD,\u00a0 Scuola Normale Superiore<\/li>\n\n\n\n<li><em>Memorization in Recurrent Neural Networks (2017-2020)<\/em>, <a href=\"http:\/\/pages.di.unipi.it\/carta\/\">Antonio Carta<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>A Tensor Framework for Learning in Structured Domains (2017-2020)<\/em>, <a href=\"http:\/\/pages.di.unipi.it\/castellana\/\">Daniele Castellana<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Towards Real-World Data Streams for Deep Continual Learning<\/em> <em>(2019-2022)<\/em>, <a href=\"https:\/\/www.andreacossu.com\/\">Andrea Cossu<\/a>, Data Science PhD,&nbsp; Scuola Normale Superiore<\/li>\n\n\n\n<li><em>Deep Learning Safety under Non-Stationarity Assumptions (2017-2020)<\/em>, <a href=\"http:\/\/pages.di.unipi.it\/crecchi\/\">Francesco Crecchi<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Learning in Pervasive Environments (2020-2023)<\/em>, <a href=\"https:\/\/vdecaro.github.io\/\">Valerio De Caro,<\/a> Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Bayesian Deep Learning for Graphs<\/em> <em>(2018-2021)<\/em>, <a href=\"http:\/\/pages.di.unipi.it\/errica\/\">Federico Errica<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Convergent transcriptomic and neuroimaging signature of Autism Spectrum Disorder<\/em> (2017-2020), <a href=\"https:\/\/datasciencephd.eu\/students\/elisa-ferrari\" data-type=\"URL\" data-id=\"https:\/\/datasciencephd.eu\/students\/elisa-ferrari\">Elisa Ferrari<\/a>, Data Science PhD,&nbsp; Scuola Normale Superiore<\/li>\n\n\n\n<li><em>Information propagation dynamics in Deep Graph Networks (2020-2023)<\/em>, <a href=\"http:\/\/pages.di.unipi.it\/gravina\/\">Alessio Gravina<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Data-driven Methods for Data Center Operations Support (2019-2022)<\/em>, <a href=\"https:\/\/github.com\/giacomolanciano\">Giacomo Lanciano<\/a>, Data Science PhD,&nbsp; Scuola Normale Superiore<\/li>\n\n\n\n<li><em>Combinatorial Methods for Graph Pooling<\/em> <em>(2019-2023)<\/em>, <a href=\"https:\/\/github.com\/flandolfi\">Francesco Landolfi<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Methodological Advancements for Causal Abstraction Learning <\/em>(<em>2021-2024)<\/em> <a href=\"https:\/\/pages.di.unipi.it\/massidda\/\">Riccardo Massidda<\/a>, Computer Science Ph.D., Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>Reasoning Algorithmically in Graph Neural Networks <em>(2020-2023)<\/em>, <a href=\"https:\/\/pages.di.unipi.it\/numeroso\/\">Danilo Numeroso<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Deep Learning on Graphs with Applications to the Life Sciences (2017-2020)<\/em>, <a href=\"https:\/\/sites.google.com\/view\/marcopodda\/home\">Marco Podda<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Continual Incremental Language Learning for Neural Machine Translation <\/em>(<em>2020-2023)<\/em>, Michele Resta, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li><em>Deep Learning for Graphs in Context-aware Recommendation<\/em> <em>(2019-2023)<\/em>, <a href=\"http:\/\/asmauett.wixsite.com\/asma-profile\">Asma Sattar<\/a>, Ph.D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>Learning Representations for Deep Neural Reasoners <em>(2019-2022)<\/em>, <a href=\"https:\/\/it.linkedin.com\/avalenti93\">Andrea Valenti<\/a>, Ph. D. in Computer Science, Universit\u00e0 di Pisa<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">In progress<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>(2024-2027) Filippo Biondi, National Ph.D. in AI, Universit\u00e0 di Pisa (co-supervision)<\/li>\n\n\n\n<li>(2022-2025) Alessandro Cabras, National Ph.D. in AI, Universit\u00e0 di Pisa (co-supervision)<\/li>\n\n\n\n<li>(2022-2025), Eric Nuertey Coleman, Computer Science Ph.D., Universit\u00e0 di Pisa (co-supervision)<\/li>\n\n\n\n<li>(2023-2026) Niko Dalla Noce, Computer Science Ph.D.t, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>(2024-2027) Malio Li, Computer Science Ph.D., Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>(2024-2027) Matteo Ninniri, Computer Science Ph.D., Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>(2024-2027) Luca Miglior, Computer Science Ph.D., Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>(2022-2025) Elia Piccoli, Computer Science Ph.D., Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>(2021-2024) <a href=\"https:\/\/github.com\/rudysemola\">Rudy Semola<\/a>, Computer Science Ph.D., Universit\u00e0 di Pisa (co-supervision)<\/li>\n\n\n\n<li>(2022-2025) Lorenzo Simone, Computer Science Ph.D., Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>(2024-2027) Matteo Tolloso, National Ph.D. in AI, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>(2023-2026) Alessandro Trenta, National Ph.D. in AI, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>(2021-2024) Edoardo Urettini, National Ph.D. in AI, Universit\u00e0 di Pisa<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Research scholarships and associates<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>(Nov 2024 &#8211; &#8230; ) Rudy Semola: <em>Automated Continual Learning for Space Applications<\/em><\/li>\n\n\n\n<li>(Feb 2024-Oct 2024) Matteo Ninniri: <em>Diffusion models and generative deep learning for graphs<\/em><\/li>\n\n\n\n<li>(Jan 2024-Aug 2024) Filippo Michelis :<em>Causal learning for timeseries<\/em><\/li>\n\n\n\n<li>(Dic 2023-Jun 2024) Michele Resta: <em>Continual learning for Neural Machine Translation<\/em><\/li>\n\n\n\n<li>(Nov 2023-Sept 2024) Alessio Gravina: <em>Deep learning for temporal graphs<\/em><\/li>\n\n\n\n<li>(Nov 2023-Apr 2024) Danilo Numeroso: <em>Deep learning for graphs in combinatorial optimization<\/em><\/li>\n\n\n\n<li>(Oct 2022-Lug 2023) Emanuele Cosenza:<em> Engineering continual learning as a software service<\/em><\/li>\n\n\n\n<li>(Apr 2022-June 2022) Antonio Di Mauro: <em>Humanistic intelligence platform for the H2020 TEACHING automotive use case<\/em><\/li>\n\n\n\n<li>(May 2020-Apr 2022) Davide Italo Serramazza: <em>Multimodal data processing for video remixing<\/em><\/li>\n\n\n\n<li>(Mar 2021-May 2021) Elisa Ferrari: <em>Causal analysis of COVID-19<\/em> data<\/li>\n\n\n\n<li>(Mar 2021-May 2021) Ruggiero Santo: <em>Deep learning for lung ultrasound processing in COVID-19<\/em><\/li>\n\n\n\n<li>(Jul 2020-Oct 2020) Alessio Gravina: <em>Deep graph networks for COVID-19 drug repurposing<\/em><\/li>\n\n\n\n<li>(Apr 2018-Apr 2020) Antonio Bruno: <em>Design and development of learning models for non-isomorph structured transductions<\/em> <\/li>\n\n\n\n<li>(Jul 2019-Dec 2019) Gioele Bertoncini: <em>Explorative analysis of wearable sensor data<\/em><\/li>\n\n\n\n<li>May 2019-Oct 2019) Vlad Pandelea: <em>Machine learning for structured data and probabilistic processes<\/em><\/li>\n\n\n\n<li>(Apr 2019-Oct 2019) Andrea Valenti: <em>Deep learning for music generation<\/em><\/li>\n\n\n\n<li>(Nov 2017-Mar 2018) Antonio Bruno: <em>Deep Learning for non-isomorph structured transductions<\/em><\/li>\n\n\n\n<li>(Aug-Nov 2017) Daniele Castellana:&nbsp;<em>Design and development of generative models for learning non-isomorph transductions<\/em><\/li>\n\n\n\n<li>(May-Nov 2017) Marco Podda:&nbsp;<em>Analysis of clonal evolution data by machine learning<\/em><\/li>\n\n\n\n<li>(Apr-Oct 2016) Francesco Crecchi: <em>Analysis of biomedical signals from mobile devices by Machine Learning<\/em><\/li>\n\n\n\n<li>(Sept 2015-Mar 2016) Francesco Brundu: <em>Analysis of Machine-Learning techniques and models for industrial process Big Data<\/em><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Alumni<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Antonio Bruno &#8211; Graduate fellow, ISTI-CNR<\/li>\n\n\n\n<li>Antonio Carta &#8211; Assistant Professor, Computer Science Department, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>Daniele Castellana &#8211; Assistant Professor, Dipartimento di Statistica, Informatica, Applicazioni, Universit\u00e0 di Firenze<\/li>\n\n\n\n<li>Francesco Crecchi &#8211; CTO, Velaris<\/li>\n\n\n\n<li>Andrea Cossu &#8211; Assistant Professor, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>Valerio De Caro &#8211; Postdoctoral researcher, Universit\u00e0 di Pisa &#8211; CTO and Founder <a href=\"https:\/\/www.continualist.com\/\">ContinualIST <\/a>Spinoff<\/li>\n\n\n\n<li>Federico Errica &#8211; Senior research scientist, NEC Laboratories Europe<\/li>\n\n\n\n<li>Elisa Ferrari &#8211; CEO and Founder, <a href=\"https:\/\/www.linkedin.com\/company\/quantabrain\">Quantabrain <\/a>srl<\/li>\n\n\n\n<li>Alessio Gravina &#8211; Postdoctoral researcher, Universit\u00e0 di Pisa <\/li>\n\n\n\n<li>Francesco Landolfi &#8211; Research Engineer, Huaweii Dublin, Ireland<\/li>\n\n\n\n<li>Danilo Numeroso &#8211; Machine Learning Engineer (R&amp;D), Eye2Drive, Italy<\/li>\n\n\n\n<li>Marco Podda &#8211; Assistant Professor, Computer Science Department, Universit\u00e0 di Pisa<\/li>\n\n\n\n<li>Michele Resta &#8211; Machine Learning Engineer (R&amp;D), iGenius, Italy<\/li>\n\n\n\n<li>Asma Sattar &#8211; Assistant Professor, Prince Sultan University (PSU), Saudi Arabia<\/li>\n\n\n\n<li>Davide Italo Serramazza &#8211; Ph.D. student, University College Dublin<\/li>\n\n\n\n<li>Andrea Valenti &#8211; Machine Learning Engineer (R&amp;D), iGenius, Italy<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Post-Doc Ph.D. students Completed In progress Research scholarships and associates Alumni<\/p>\n","protected":false},"author":19,"featured_media":0,"parent":781,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-816","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/pages\/816","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/comments?post=816"}],"version-history":[{"count":46,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/pages\/816\/revisions"}],"predecessor-version":[{"id":1630,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/pages\/816\/revisions\/1630"}],"up":[{"embeddable":true,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/pages\/781"}],"wp:attachment":[{"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/media?parent=816"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}