{"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":"2026-04-21T08:25:02","modified_gmt":"2026-04-21T08:25:02","slug":"s18a1-2-3","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2026\/timetable\/event\/s18a1-2-3\/","title":{"rendered":"Shapley-driven 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>Andrea Sodomaco, Matheus Camilo da Silva, Leonardo Arrighi and Sylvio Barbon Junior<\/td><td>How Stable is SHAP under Oversampling? A Study of Explanations in Imbalanced Scenarios<\/td><\/tr><tr><td>14:45-15:00<\/td><td>Lauri Sepp\u00e4l\u00e4inen, Mudong Guo and Kai Puolam\u00e4ki<\/td><td>ExplainReduce: generating global explanations from many local explanations<\/td><\/tr><tr><td>15:00-15:15<\/td><td>Lars Henry Berge Olsen and Dennis Christensen<\/td><td>Computing Conditional Shapley Values Using Tabular Foundation Models<br>\ufeff<\/td><\/tr><tr><td>15:15-15:30<\/td><td>Mingxing Zhang, Nicola Rossberg, Simone Innocenzi, Renata Leardi and Douglas Rutledge<\/td><td>SHAPCA: Consistent and Interpretable Explanations for Machine Learning Models on Spectroscopy Data<\/td><\/tr><tr><td>15:30-15:45<\/td><td>Cecilia S\u00f6nstr\u00f6d, Ulf Johansson<\/td><td>Additive and well-calibrated explanations using Venn-Abers and SHAP<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 14:30-14:45 Andrea Sodomaco, Matheus Camilo da Silva, Leonardo Arrighi and Sylvio Barbon Junior How Stable is SHAP under Oversampling? A Study of Explanations in Imbalanced Scenarios 14:45-15:00 Lauri Sepp\u00e4l\u00e4inen, Mudong Guo and Kai Puolam\u00e4ki ExplainReduce: generating global explanations from many local explanations 15:00-15:15 Lars Henry Berge Olsen and Dennis Christensen Computing Conditional &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"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\/2026\/wp-json\/wp\/v2\/mp-event\/4960","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event"}],"about":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/types\/mp-event"}],"author":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/users\/2"}],"wp:attachment":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/media?parent=4960"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event_category?post=4960"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event_tag?post=4960"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}