{"id":4710,"date":"2024-03-29T21:59:30","date_gmt":"2024-03-29T21:59:30","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4710"},"modified":"2026-04-19T17:59:30","modified_gmt":"2026-04-19T17:59:30","slug":"s-17-a-1","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2026\/timetable\/event\/s-17-a-1\/","title":{"rendered":"Uncertainty-Aware 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><br>Georgii Mikriukov, Gr\u00e9goire Montavon and Marina H\u00f6hne<\/td><td>Uncertainty Gating for Cost-Aware Explainable Artificial Intelligence<\/td><\/tr><tr><td>14:45-15:00<\/td><td>Adelino Gala, Francisco S. Marcondes, Manuel Rodrigues, Jos\u00e9 Machado and Paulo Novais<\/td><td>Semiotic Ablation as an Interface-Level XAI Method for Analyzing Generative Uncertainty in Large Language Models<\/td><\/tr><tr><td>15:00-15:15<\/td><td>Tuwe L\u00f6fstr\u00f6m, Helena L\u00f6fstr\u00f6m and Nasir Uddin<\/td><td>Calibrated Explanations for Within-Spec Risk Prediction: Uncertainty-Aware Decision Support<\/td><\/tr><tr><td>15:15-15:30<\/td><td>Emily Schiller, Teodor Chiaburu, Marco Zullich and Luca Longo<\/td><td>No Single Metric Tells the Whole Story: A Multi-Dimensional Evaluation Framework for Uncertainty Attributions<\/td><\/tr><tr><td>15:30-15:45<\/td><td>Fatima Rabia Yapicioglu, Alberto Rigenti, Tuwe L\u00f6fstr\u00f6m, Helena L\u00f6fstr\u00f6m, \u015eeyda Yoncac\u0131, Meltem Aksoy and Luca Longo<\/td><td>ConformaDecompose: Explaining Uncertainty via Calibration Localization<\/td><\/tr><tr><td>15:45-16:00<\/td><td>Ulf Johansson, Henrik Bostr\u00f6m, Aicha Maalej, Niclas St\u00e5hl and Cecilia S\u00f6nstr\u00f6d<\/td><td>Fairness Auditing Through Conformal Testing of Explanation Distributions<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 14:30-14:45 Georgii Mikriukov, Gr\u00e9goire Montavon and Marina H\u00f6hne Uncertainty Gating for Cost-Aware Explainable Artificial Intelligence 14:45-15:00 Adelino Gala, Francisco S. Marcondes, Manuel Rodrigues, Jos\u00e9 Machado and Paulo Novais Semiotic Ablation as an Interface-Level XAI Method for Analyzing Generative Uncertainty in Large Language Models 15:00-15:15 Tuwe L\u00f6fstr\u00f6m, Helena L\u00f6fstr\u00f6m and Nasir Uddin Calibrated &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-4710","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event\/4710","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=4710"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event_category?post=4710"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event_tag?post=4710"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}