Explainable AI needs formalization
Haufe S., Wilming R., Clark B., Zhumagambetov R., Boubekki A., Martin J., Panknin D.Machine learning, Explainable artificial intelligence, Explanation correctness, Statistical Association Property (SAP), Feature attribution, Objective metrics of explanation performance
| Document type | Article |
| Journal title / Source | npj Artificial Intelligence |
| Volume | 2 |
| Issue | 1 |
| Page numbers / Article number | 42 |
| Publisher's name | Springer Nature |
| Publication date | 2026-1-1 |
| ISSN | 3005-1460 |
| DOI | 10.1038/s44387-026-00095-1 |