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Kilian Kluge

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A Practitioner’s Guide to Opening the AI Black Box for HumansPyData Global 20222022-12-01
Argues that there are no true black boxes and promotes user‑centric XAI that prioritizes technical accuracy plus human meaningfulness. Demonstrates concrete…
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Grokking LIME: How can we explain why an image classifier "knows" what’s in a photo...PyCon DE & PyData Berlin 20222022-04-11
Uses MobileNet pre-trained on ImageNet to classify a 224×224 photo and isolates why class index 759 (reflex camera) scores highest. Segments image into about…
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