{"id":763,"date":"2021-07-27T14:54:32","date_gmt":"2021-07-27T12:54:32","guid":{"rendered":"https:\/\/dbdmg.polito.it\/dbdmg_web\/?p=763"},"modified":"2021-09-13T16:58:49","modified_gmt":"2021-09-13T14:58:49","slug":"ebano-explaining-black-box-models","status":"publish","type":"post","link":"https:\/\/dbdmg.polito.it\/dbdmg_web\/2021\/ebano-explaining-black-box-models\/","title":{"rendered":"EBAnO &#8211; Explaining BlAck-box mOdels"},"content":{"rendered":"\n<div class=\"wp-block-image  eplus-QNkt2F\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/ebano_logo-1-1024x1024.png\" alt=\"Ebano Logo\" class=\"wp-image-765\" width=\"256\" height=\"256\" srcset=\"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/ebano_logo-1-1024x1024.png 1024w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/ebano_logo-1-300x300.png 300w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/ebano_logo-1-150x150.png 150w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/ebano_logo-1-768x768.png 768w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/ebano_logo-1-200x200.png 200w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/ebano_logo-1.png 1080w\" sizes=\"auto, (max-width: 256px) 100vw, 256px\" \/><\/figure><\/div>\n\n\n\n<p class=\"eplus-x5hEGt\">EBAnO (Explaining BlAck-box mOdels) is a wide research project focused on the explanation of Deep Convolutional Artificial Intelligence (xAI) models.<\/p>\n\n\n\n<!--more-->\n\n\n<ul class=\"eplus-lUqyIT wp-block-list eplus-styles-uid-255bf4\"><li><a href=\"https:\/\/ebano-ecosystem.github.io\">Project Page<\/a><\/li><li><a href=\"https:\/\/codeocean.com\/capsule\/1347940\/tree\/v1\">Project code &#8211; CodeOcean capsule<\/a><\/li><\/ul>\n\n\n<p class=\"eplus-k8zlE2\"><strong>Publications<\/strong>&nbsp;<\/p>\n\n\n<ul class=\"eplus-uBnYKx wp-block-list eplus-styles-uid-2e51da\"><li>Ventura et al. (2018) &#8211; Black-box model explained through an assessment of its interpretable features.<\/li><li>Ventura et al. (2019) &#8211; What&#8217;s in the box? Explaining the black-box model through an evaluation of its interpretable features.<\/li><\/ul>","protected":false},"excerpt":{"rendered":"<p>EBAnO (Explaining BlAck-box mOdels) is a wide research project focused on the explanation of Deep Convolutional Artificial Intelligence (xAI) models.<\/p>\n","protected":false},"author":4,"featured_media":764,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"editor_plus_copied_stylings":"{}","footnotes":""},"categories":[39,22],"tags":[23,20,24],"class_list":["post-763","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-explainability-fairness-bias","category-research","tag-black-box","tag-explainability","tag-neural-networks"],"_links":{"self":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/posts\/763","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/comments?post=763"}],"version-history":[{"count":4,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/posts\/763\/revisions"}],"predecessor-version":[{"id":1309,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/posts\/763\/revisions\/1309"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/media\/764"}],"wp:attachment":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/media?parent=763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/categories?post=763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/tags?post=763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}