4th lecture: Local model-agnostic methods - Explainable machine learning

Topics covered in this video: • What are local model-agnostic methods? • Shapley values • Occlusion sensitivity maps • Spectral clustering • Randomized input sampling (RISE) • Local interpretable model-agnostic explanations (LIME)

Lecturer

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Ribana Roscher

Additional Material

Additional Material

Additional Material