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 | 28 | 8.02% |
| Counterfactual Explanation | 24 | 6.88% |
| Decision Making | 24 | 6.88% |
| Explainable Artificial Intelligence (XAI) | 17 | 4.87% |
| Causal Inference | 15 | 4.30% |
| Explainable artificial intelligence | 13 | 3.72% |
| Sentiment Analysis | 10 | 2.87% |
| Reinforcement Learning (RL) | 9 | 2.58% |
| Language Modelling | 8 | 2.29% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
