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 | 30 | 7.65% |
| Decision Making | 25 | 6.38% |
| Counterfactual Explanation | 25 | 6.38% |
| Explainable Artificial Intelligence (XAI) | 18 | 4.59% |
| Causal Inference | 16 | 4.08% |
| Explainable artificial intelligence | 14 | 3.57% |
| Sentiment Analysis | 11 | 2.81% |
| Language Modelling | 9 | 2.30% |
| Reinforcement Learning (RL) | 9 | 2.30% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
