*** Apologies for cross-posting *** *** Extended deadline *** We are excited to announce the first XAI Hackathon <http://xai-hackathon.isti.cnr.it/> supported by the FAIR <https://fondazione-fair.it/> PNRR and XAI <https://xai-project.eu/> projects! This event is open to young researchers, PhD candidates, and Master's students with some background knowledge in Explainable Artificial Intelligence. Challenge Use the XAI-LIB <https://github.com/kdd-lab/XAI-Lib> to integrate XAI techniques into a ML prediction pipeline and improve transparency in black-box AI decisions. Specifically, this involves - enhancing the prediction task with various explanation types (e.g., instance-based or rule-based); - assessing the impact of explanations on model transparency under different critical conditions (model performs well or not); - developing a use-case scenario that showcases the benefits of explanations. Final project evaluation will be based on: - The variety and effectiveness of the explanations used; - Assessment of the robustness, validity, and quality of the explanations; - A use-case scenario enriched with progressive explanation steps. Event Highlights - Location: Officine Garibaldi, Via Vincenzo Gioberti, 39, 56124 Pisa PI - Date: July 5-6, 2024 - Website: http://xai-hackathon.isti.cnr.it/ - Schedule: To be announced - Registration: Free of charge, but mandatory! - Teams: maximum of 3 people Why Participate? - Prizes: The event offers significant cash prizes—*€2,500* for the winning team, *€1,000* for the runner-up, and *€500* rewarding up to *three teams in third place*. - Professional Support: Participants will benefit from technical support and mentorship provided by senior researchers from the KDD lab in Pisa. Registration (Deadline: 28th June) - Secure your spot: The Hackathon is restricted to 10 teams. Early registration is strongly encouraged as spots are expected to fill rapidly. - Please confirm your participation by filling via this Google Form <https://docs.google.com/forms/d/e/1FAIpQLSdyAcfCsN50pJRxVNxKbA2Yp3Ub9z7uGCv_ZgBGIBzj0kCnVQ/viewform?usp=sf_link> by June 28th! If you have any queries, or have any difficulties completing the registration form, please email our dedicated mailbox: hackathon(a)xai-project.eu.