| Time | Authors | Title |
|---|---|---|
| 14:30-14:45 | Andrea Sodomaco, Matheus Camilo da Silva, Leonardo Arrighi and Sylvio Barbon Junior | How Stable is SHAP under Oversampling? A Study of Explanations in Imbalanced Scenarios |
| 14:45-15:00 | Lauri Seppäläinen, Mudong Guo and Kai Puolamäki | ExplainReduce: generating global explanations from many local explanations |
| 15:00-15:15 | Lars Henry Berge Olsen and Dennis Christensen | Computing Conditional Shapley Values Using Tabular Foundation Models |
| 15:15-15:30 | Mingxing Zhang, Nicola Rossberg, Simone Innocenzi, Renata Leardi and Douglas Rutledge | SHAPCA: Consistent and Interpretable Explanations for Machine Learning Models on Spectroscopy Data |
| 15:30-15:45 | Cecilia Sönströd, Ulf Johansson | Additive and well-calibrated explanations using Venn-Abers and SHAP |
Event Timeslots (1)
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