{"id":232,"date":"2023-01-10T15:39:11","date_gmt":"2023-01-10T14:39:11","guid":{"rendered":"https:\/\/ai-lab.units.it\/?page_id=232"},"modified":"2024-01-17T15:10:43","modified_gmt":"2024-01-17T14:10:43","slug":"emanuele-ballarin","status":"publish","type":"page","link":"https:\/\/ai-lab.units.it\/?page_id=232","title":{"rendered":"Emanuele Ballarin"},"content":{"rendered":"\n
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I am a second-year PhD student in Applied Data Science and Artificial Intelligence<\/a><\/em>, working on deep learning methods more directly inspired by neurobiology and neuropsychology.<\/p>\n\n\n\n

Currently, I am applying such techniques (mostly in the form of unsupervised generative modelling and implicit manifold learning) to the improvement of efficiency, effectiveness, and adversarial robustness of neural image classifiers.<\/p>\n\n\n\n

Other research interests of mine broadly include science and theory of deep neural networks, trustworthy artificial intelligence without explicit specifications, kernel methods in deep learning, and computational neuroscience.<\/p>\n\n\n\n

I am supervised by Prof. Luca Bortolussi<\/a> and collaborate with Prof. Fabio Anselmi<\/a> and Dott. Alessio Ansuini<\/a> (AREA Science Park<\/a>).<\/p>\n\n\n\n

Before that, I earned a M.Sc. in Data Science and Scientific Computing<\/a><\/em> and a B.Sc. in Physics<\/a>, both from the University of Trieste<\/a>.<\/p>\n\n\n\n

In my spare time, you can find me wielding a tennis racket, listening to music, or open-sourcing<\/a><\/em> useless stuff (the first and the last usually not together \ud83d\ude43).<\/p>\n\n\n\n

Email: emanuele@ballarin.cc<\/a><\/p>\n\n\n\n

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I am a second-year PhD student in Applied Data Science and Artificial Intelligence, working on deep learning methods more directly inspired by neurobiology and neuropsychology. Currently, I am applying such techniques (mostly in the form of unsupervised generative modelling and implicit manifold learning) to the improvement of efficiency, effectiveness, and…<\/p>\n

Continue reading<\/span><\/i><\/a> <\/p>\n","protected":false},"author":127,"featured_media":0,"parent":10,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-232","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=\/wp\/v2\/pages\/232","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=\/wp\/v2\/users\/127"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=232"}],"version-history":[{"count":20,"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=\/wp\/v2\/pages\/232\/revisions"}],"predecessor-version":[{"id":957,"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=\/wp\/v2\/pages\/232\/revisions\/957"}],"up":[{"embeddable":true,"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=\/wp\/v2\/pages\/10"}],"wp:attachment":[{"href":"https:\/\/ai-lab.units.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}