Explainability
Topics
- Counterfactuals
- LIME and the deterministic version, DLIME
Resources
- TrustyAI Explainability Toolkit1 pre-print, https://arxiv.org/abs/2104.12717
- A nice presentation on AI/ML explainability: https://explainml-tutorial.github.io/neurips20
Software
Literature
- Kakogeorgiou, Ioannis, and Konstantinos Karantzalos. “Evaluating Explainable Artificial Intelligence Methods for Multi-label Deep Learning Classification Tasks in Remote Sensing.” arXiv preprint arXiv:2104.01375 (2021).
Geada, Rob, Tommaso Teofili, Rui Vieira, Rebecca Whitworth and Daniele Zonca. “TrustyAI Explainability Toolkit.” (2021). ↩︎