{"id":4987,"date":"2024-04-30T21:52:35","date_gmt":"2024-04-30T21:52:35","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4987"},"modified":"2025-06-13T08:43:51","modified_gmt":"2025-06-13T08:43:51","slug":"xai-organisation-private-roundtable","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2025\/timetable\/event\/xai-organisation-private-roundtable\/","title":{"rendered":"Novel Post-hoc &amp; Ante-hoc XAI Approaches"},"content":{"rendered":"\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table class=\"has-fixed-layout\"><tbody><tr><td>14:30-14:45<\/td><td>Santiago Quintana-Amate, Delaney Stevens, Varniethan Ketheeswaran, Patrick Capaldo, Dylan Sheldon and Mark Hall<\/td><td>Explain to Gain: Introspective reinforcement learning for enhanced performance<\/td><\/tr><tr><td>14:45-15:00<\/td><td>Matteo Ceschin, Leonardo Arrighi, Luca Longo and Sylvio Barbon Junior<\/td><td>Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest<\/td><\/tr><tr><td>15:00-15:15<\/td><td>Jacopo Joy Colombini, Filippo Bonchi, Francesco Giannini, Fosca Giannotti, Roberto Pellungrini and Patrizio Frosini<\/td><td>Mathematical Foundation of Interpretable Equivariant Surrogate Models<\/td><\/tr><tr><td>15:15-15:30<\/td><td>Rodrigo Castellano Ontiveros, Ehsan Bonabi Mobaraki, Francesco Giannini, Pietro Barbiero, Marco Gori and Michelangelo Diligenti<\/td><td>Interpretable Link Prediction via Neural-Symbolic Reasoning<\/td><\/tr><tr><td>15:30:15:45<\/td><td>Takafumi Nakanishi<\/td><td>CausalAIME: Leveraging Peter-Clark Algorithms and Inverse Modeling for Unified Global Feature Explanation in Healthcare<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>14:30-14:45 Santiago Quintana-Amate, Delaney Stevens, Varniethan Ketheeswaran, Patrick Capaldo, Dylan Sheldon and Mark Hall Explain to Gain: Introspective reinforcement learning for enhanced performance 14:45-15:00 Matteo Ceschin, Leonardo Arrighi, Luca Longo and Sylvio Barbon Junior Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest 15:00-15:15 Jacopo Joy Colombini, Filippo Bonchi, Francesco Giannini, Fosca Giannotti, Roberto &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-4987","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event\/4987","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=4987"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event_category?post=4987"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2025\/wp-json\/wp\/v2\/mp-event_tag?post=4987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}