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Welcome to the Research Discussions of the WhiteBox-AI Group!

Join us for our bi-weekly research discussions. All talks are scheduled for Fridays from 14:00 to 15:00, starting from October 25, 2024, and ending in January 2025.

Discussion Format

Each session follows this schedule:

Upcoming Sessions

Date Topic Speaker Slides
October 25, 2024 Making Local Interpretable Model-Agnostic Explanations (LIME) more flexible with the help of Generalized Additive Models (GAMs) Benedikt Schuster View PDF
November 8, 2024 Disentanglement of Style from Content in Textual Data Michelle Fribance View PDF
November 22, 2024 Combined use of cluster-then-predict methods for the interpretable prediction of property prices Paul Gümmer View PDF
December 6, 2024 ML-based Intensive Care Unit Transfer Decision Support Daniel Zähringer View PDF
December 13, 2024 The Effect of XAI-based Decision Support on Human Task Performance: A Meta-Analysis Felix Haag View PDF
December 20, 2024 Happy Holidays! 🎄 N/A No session
January 3, 2025 Happy New Year! ⭐️ N/A No session
January 24, 2025 SHAP Explanations Mathias Kraus View PDF
January 31, 2025 Exploring Generalizability of Time Series Classification Models for Predicting Mortality in Intensive Care Units Tobias Völkel View PDF

Topics cover a wide range of AI and ML subjects. Speakers will be announced as they are confirmed.

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Additional Information

Past Presentations

Slides from past presentations will be made available here soon. Stay tuned for updates!