{"id":4955,"date":"2024-04-30T20:37:06","date_gmt":"2024-04-30T20:37:06","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4955"},"modified":"2025-04-30T08:07:06","modified_gmt":"2025-04-30T08:07:06","slug":"s18a1-3","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2025\/timetable\/event\/s18a1-3\/","title":{"rendered":"Uncertainty in 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>Jonas Teufel, Annika Leinweber and Pascal Friederich<\/td><td>Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification<\/td><\/tr><tr><td>14:45-15:00<\/td><td>Tuwe L\u00f6fstr\u00f6m, Fatima Rabia Yapicioglu, Alessandra Stramiglio, Helena L\u00f6fstr\u00f6m and Fabio Vitali<\/td><td>Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models<\/td><\/tr><tr><td>15:00-15:15<\/td><td>Sara Pohland and Claire Tomlin<\/td><td>Explaining Low Perception Model Competency with High-Competency Counterfactuals<\/td><\/tr><tr><td>15:15-15:30<\/td><td>Teodor Chiaburu, Felix Biessmann and Frank Hau\u00dfer<\/td><td>Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 14:30-14:45 Jonas Teufel, Annika Leinweber and Pascal Friederich Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification 14:45-15:00 Tuwe L\u00f6fstr\u00f6m, Fatima Rabia Yapicioglu, Alessandra Stramiglio, Helena L\u00f6fstr\u00f6m and Fabio Vitali Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models 15:00-15:15 Sara Pohland and Claire Tomlin Explaining Low Perception Model &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-4955","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event\/4955","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event"}],"about":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/types\/mp-event"}],"author":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/users\/2"}],"wp:attachment":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/media?parent=4955"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event_category?post=4955"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event_tag?post=4955"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}