RealExp: Decoupling correlation bias in Shapley values for faithful model interpretations.
Wen-Dong Jiang|Chih-Yung Chang|Show-Jane Yen|Shih-Jung Wu|Diptendu Sinha Roy
| Anthology ID: | DBLP:journals/ipm/JiangCYWR25 |
|---|---|
| Year: | 2025 |
| Venue: | Information Processing and Management |
| Pages: | 104153 |
| URL: | https://doi.org/10.1016/J.IPM.2025.104153 |
| DOI: | https://doi.org/10.1016/J.IPM.2025.104153 |
| DBLP: | journals/ipm/JiangCYWR25 |
| BibTeX: |
@article{jiang-2025-realexp,
author = {Wen-Dong Jiang and
Chih-Yung Chang and
Show-Jane Yen and
Shih-Jung Wu and
Diptendu Sinha Roy},
title = {{RealExp: Decoupling correlation bias in Shapley values for faithful model interpretations}},
journal = {Information Processing and Management},
volume = {62},
number = {4},
pages = {104153},
year = {2025},
url = {https://doi.org/10.1016/J.IPM.2025.104153},
doi = {https://doi.org/10.1016/J.IPM.2025.104153}
}