{"id":4954,"date":"2024-04-30T20:36:44","date_gmt":"2024-04-30T20:36:44","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4954"},"modified":"2024-06-09T10:59:07","modified_gmt":"2024-06-09T10:59:07","slug":"s18a1-2","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2024\/timetable\/event\/s18a1-2\/","title":{"rendered":"Statistical methods for XAI"},"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>09:00-09:15<\/td><td>Jeremy Goldwasser and Giles Hooker<\/td><td>Stabilizing Estimates of Shapley Values with Control Variates<\/td><\/tr><tr><td>09:15-09:30<\/td><td>Fiona Katharina Ewald, Ludwig Bothmann, Marvin N. Wright, Bernd Bischl, Giuseppe Casalicchio and Gunnar K\u00f6nig<\/td><td>A Guide to Feature Importance Methods for Scientific Inference<\/td><\/tr><tr><td>09:30-09:45<\/td><td>David Rundel, Julius Kobialka, Constantin von Crailsheim, Matthias Feurer, Thomas Nagler and David R\u00fcgamer<\/td><td>Interpretable Machine Learning for TabPFN<\/td><\/tr><tr><td>09:45-10:00<\/td><td>Valentina Ghidini<\/td><td>Statistics and explainability: a fruitful alliance<\/td><\/tr><tr><td>10:00-10:15<\/td><td>Patrick Kolpaczki, Georg Haselbeck and Eyke H\u00fcllermeier<\/td><td>How Much Can Stratification Improve the Approximation of Shapley Values?<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 09:00-09:15 Jeremy Goldwasser and Giles Hooker Stabilizing Estimates of Shapley Values with Control Variates 09:15-09:30 Fiona Katharina Ewald, Ludwig Bothmann, Marvin N. Wright, Bernd Bischl, Giuseppe Casalicchio and Gunnar K\u00f6nig A Guide to Feature Importance Methods for Scientific Inference 09:30-09:45 David Rundel, Julius Kobialka, Constantin von Crailsheim, Matthias Feurer, Thomas Nagler and &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-4954","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event\/4954","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=4954"}],"wp:attachment":[{"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/media?parent=4954"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event_category?post=4954"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2024\/wp-json\/wp\/v2\/mp-event_tag?post=4954"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}