Wednesday, 02 December 2026
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12:45
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Join in
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13:00
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Welcome, Motivation & Introduction
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13:15
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Guided end-to-end XAI exercise on tabular data
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– exploratory data analysis
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– understanding data characteristics
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– model justification
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Hands-on lab: training a lightweight model and applying post-hoc XAI techniques
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14:15
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Break
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14:30
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Explainability for textual data
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– textual data exploration
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– explanation methods for NLP models
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Hands-on lab: a lightweight text classification task
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15:30
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Break
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15:45
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Showcase of explainability for an additional data modality
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– image or time-series data
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– limitations in explainability
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17:00
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End of course
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