{"id":771,"date":"2021-07-27T15:25:24","date_gmt":"2021-07-27T13:25:24","guid":{"rendered":"https:\/\/dbdmg.polito.it\/dbdmg_web\/?p=771"},"modified":"2021-09-13T16:59:08","modified_gmt":"2021-09-13T14:59:08","slug":"divexplorer","status":"publish","type":"post","link":"https:\/\/dbdmg.polito.it\/dbdmg_web\/2021\/divexplorer\/","title":{"rendered":"DivExplorer"},"content":{"rendered":"\n<div class=\"wp-block-image  eplus-r7VlWb\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/divexplorer_lattice-1024x581.png\" alt=\"\" class=\"wp-image-772\" width=\"458\" height=\"260\" srcset=\"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/divexplorer_lattice-1024x581.png 1024w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/divexplorer_lattice-300x170.png 300w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/divexplorer_lattice-768x436.png 768w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/divexplorer_lattice-1536x871.png 1536w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/divexplorer_lattice-353x200.png 353w, https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-content\/uploads\/2021\/07\/divexplorer_lattice.png 2020w\" sizes=\"auto, (max-width: 458px) 100vw, 458px\" \/><\/figure><\/div>\n\n\n\n<p class=\"eplus-mQ62JM\">DivExplorer is a tool for analyzing datasets and finding subgroups of data where a classifier behaves differently than on the overall data.<\/p>\n\n\n\n<!--more-->\n\n\n\n<p class=\"eplus-bbdxj6\">Useful links:<\/p>\n\n\n<ul class=\"eplus-30mD2A wp-block-list eplus-styles-uid-782176\"><li><a href=\"https:\/\/divexplorer.github.io\/\">Project official <\/a><a rel=\"noreferrer noopener\" href=\"https:\/\/divexplorer.github.io\/\" target=\"_blank\">page<\/a><\/li><li><a href=\"https:\/\/divexplorer.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Official demo<\/a><\/li><\/ul>\n\n\n<h3 class=\"eplus-u34BbL wp-block-heading\">Publications<\/h3>\n\n\n<ul class=\"eplus-0LmAD8 wp-block-list eplus-styles-uid-915782\"><li><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3448016.3457284\">Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence. Eliana Pastor, Luca de Alfaro, Elena Baralis. In Proceedings of the 2021 International Conference on Management of Data (SIGMOD &#8217;21), 1400\u20131412. June 20\u201325, 2021, Virtual Event, China.<\/a><\/li><li>How Divergent Is Your Data?. Eliana Pastor, Andrew Gavgavian, Elena Baralis, and Luca de Alfaro. In Proceedings of the 47th International Conference on Very Large Data Bases (VLDB), Demo Track, 2021. PVLDB, 14(12).<\/li><\/ul>\n\n\n<p class=\"eplus-yt1RHs\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>DivExplorer is a tool for analyzing datasets and finding subgroups of data where a classifier behaves differently than on the overall data.<\/p>\n","protected":false},"author":7,"featured_media":772,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"editor_plus_copied_stylings":"{}","footnotes":""},"categories":[39,22],"tags":[27,26,25],"class_list":["post-771","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-explainability-fairness-bias","category-research","tag-classifier","tag-divergence","tag-fairness"],"_links":{"self":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/posts\/771","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\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/comments?post=771"}],"version-history":[{"count":3,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/posts\/771\/revisions"}],"predecessor-version":[{"id":1310,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/posts\/771\/revisions\/1310"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/media\/772"}],"wp:attachment":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/media?parent=771"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/categories?post=771"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/tags?post=771"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}