{"id":4960,"date":"2024-04-30T20:49:04","date_gmt":"2024-04-30T20:49:04","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4960"},"modified":"2024-05-11T14:22:22","modified_gmt":"2024-05-11T14:22:22","slug":"s18a1-2-3","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2024\/timetable\/event\/s18a1-2-3\/","title":{"rendered":"Causality and Explainable AI"},"content":{"rendered":"\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table class=\"has-fixed-layout\"><thead><tr><th>Time<\/th><th>Authors<\/th><th>Title<\/th><\/tr><\/thead><tbody><tr><td>14:30-14:45<\/td><td>Martina Cinquini and Riccardo Guidotti<\/td><td>Causality-Aware Local Interpretable Model-Agnostic Explanations<\/td><\/tr><tr><td>14:45-15:00<\/td><td>Matteo Rizzo, Cristina Conati,Daesik Jang and Hui Hu<\/td><td>Evaluating the Faithfulness of Causality in Saliency-based Explanations of Deep Learning Models for Temporal Colour Constancy<\/td><\/tr><tr><td>15:00-15:15<\/td><td>Nils Ole Breuer, Andreas Sauter, Majid Mohammadi and Erman Acar<\/td><td>CAGE: Causality-Aware Shapley Value for Global Explanations<\/td><\/tr><tr><td>15:15-15:30<\/td><td>Angeliki Dimitriou, Nikolaos Chaidos, Maria Lymperaiou and Giorgos Stamou<\/td><td>Graph Edits for Counterfactual Explanations: A comparative study<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 14:30-14:45 Martina Cinquini and Riccardo Guidotti Causality-Aware Local Interpretable Model-Agnostic Explanations 14:45-15:00 Matteo Rizzo, Cristina Conati,Daesik Jang and Hui Hu Evaluating the Faithfulness of Causality in Saliency-based Explanations of Deep Learning Models for Temporal Colour Constancy 15:00-15:15 Nils Ole Breuer, Andreas Sauter, Majid Mohammadi and Erman Acar CAGE: Causality-Aware Shapley Value for &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-4960","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event\/4960","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event"}],"about":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/types\/mp-event"}],"author":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/comments?post=4960"}],"wp:attachment":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/media?parent=4960"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event_category?post=4960"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event_tag?post=4960"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}