Introduction to Machine Learning Model Explanations and Interpretability

Introduction to Machine Learning Model Explanations and Interpretability

UofU Data Science via YouTube Direct link

Logistics

10 of 11

10 of 11

Logistics

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Introduction to Machine Learning Model Explanations and Interpretability

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  1. 1 Recording starts
  2. 2 Motivation
  3. 3 Background
  4. 4 Free-text explanations
  5. 5 Gradient-based highlighting
  6. 6 Pairwise feature influence
  7. 7 Concept-based explanations
  8. 8 Data influence
  9. 9 Contrastive editing
  10. 10 Logistics
  11. 11 Lecture ends

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