Techniques using example-based explanations
3 subcategories • 3 techniques
Shows alternative scenarios that would change outcome (e.g., Contrastive Explanation Method)
Traces impact of training data on predictions (e.g., Influence Functions)
Uses representative examples for explanation (e.g., Prototype & Criticism Models)