We are at #ECMLPKDD '26 presenting our work on #HDC anomaly detectors, #explainability for autonomous vessels and weakly supervised object #localization. We also gave a tutorial on the evolution of #interpretability methods.

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#AI #ML #XAI #UAntwerp

The tutorial covered methods from the early days of deep learning, passing through conternporary mechanistic interpretability and more, state-of-the-art compositional approaches.

#interpretability #mechinterp #compinterp #compositionality #xai #AI #ML #AIMLAI #ECMLPKDD

This year's edition of #AIMLAI at #ECMLPKDD 2026 is on.
This morning we had a tutorial "On the Evoluion of Interpretability Methods" given together with my collaborators @thomasdooms, Ward Gauderis and Geraint Wiggins.

#interpretability #mechinterp #compinterp #xai #AI #ML