Exploration Strategies
Counterfactuals Explanations
Introduced by Wachter et al. in Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPRPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Fairness | 34 | 6.77% |
| Decision Making | 32 | 6.37% |
| Counterfactual Explanation | 30 | 5.98% |
| Causal Inference | 24 | 4.78% |
| Explainable Artificial Intelligence (XAI) | 22 | 4.38% |
| Explainable artificial intelligence | 18 | 3.59% |
| Diversity | 16 | 3.19% |
| Sentiment Analysis | 12 | 2.39% |
| Language Modelling | 10 | 1.99% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
