Friday, 20 February 2026
| 12:45 | Join in |
| 13:00 | Welcome, Motivation & Introduction |
| 13:15 | Guided end-to-end XAI exercise on tabular data |
| – exploratory data analysis | |
| – understanding data characteristics | |
| – model justification | |
| Hands-on lab: training a lightweight model and applying post-hoc XAI techniques | |
| 14:15 | Break |
| 14:30 | Explainability for textual data |
| – textual data exploration | |
| – explanation methods for NLP models | |
| Hands-on lab: a lightweight text classification task | |
| 15:30 | Break |
| 15:45 | Showcase of explainability for an additional data modality |
| – image or time-series data | |
| – limitations in explainability | |
| 16:30 | End of course |
