{"id":4689,"date":"2024-03-29T12:56:00","date_gmt":"2024-03-29T12:56:00","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4689"},"modified":"2026-04-09T15:47:45","modified_gmt":"2026-04-09T15:47:45","slug":"s-17-a","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2026\/timetable\/event\/s-17-a\/","title":{"rendered":"Enhancing Models with XAI: Debugging, Modification, Evaluation"},"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>11:30-11:45<\/td><td>Rohit Jagtani, Timo Ropinski and Gjergji Kasneci<br><\/td><td>Explainable Federated Learning: Detecting Drift with Feature-Level Attribution Using SAGE<\/td><\/tr><tr><td>11:45-12:00<\/td><td>Kuei-Hung Tseng and Jean Pierre David<\/td><td>Sign-CAM: Leveraging Binary Weights and Activations for Efficient Interpretability in Binarized Neural Networks<\/td><\/tr><tr><td>12:00-12:15<\/td><td>Kilian G\u00f6ller, Haadia Amjad, Steffen Seitz, Carsten Knoll and Ronald Tetzlaff<\/td><td>How a Model&#8217;s Architecture and Performance Influences Explainability: A Study of Grad-CAM and CRAFT in CNN-based Image Classification<\/td><\/tr><tr><td>12:15-12:30<\/td><td>Timo Hei\u00df, Coco B\u00f6gel, Bernd Bischl and Giuseppe Casalicchio<\/td><td>Analyzing Error Sources in Global Feature Effect Estimation<\/td><\/tr><tr><td>12:30-12:45<\/td><td>Mafalda Malafaia, Peter A.N. Bosman, Coen R. N. Rasch and Tanja Alderliesten<\/td><td>Interpretable Survival Analysis with MultiFIX: Multimodal Feature Engineering for Risk Stratification<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 11:30-11:45 Rohit Jagtani, Timo Ropinski and Gjergji Kasneci Explainable Federated Learning: Detecting Drift with Feature-Level Attribution Using SAGE 11:45-12:00 Kuei-Hung Tseng and Jean Pierre David Sign-CAM: Leveraging Binary Weights and Activations for Efficient Interpretability in Binarized Neural Networks 12:00-12:15 Kilian G\u00f6ller, Haadia Amjad, Steffen Seitz, Carsten Knoll and Ronald Tetzlaff How a &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-4689","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event\/4689","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=4689"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event_category?post=4689"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event_tag?post=4689"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}