Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations.
Shea Cardozo|Gabriel Islas Montero|Dmitry Kazhdan|Botty Dimanov|Maleakhi A. Wijaya|Mateja Jamnik|Pietro Liò
| Anthology ID: | DBLP:conf/cikm/CardozoMKDWJL22 |
|---|---|
| Volume: | Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, USA, October 17-21, 2022. |
| Year: | 2022 |
| Venue: | International Conference on Information and Knowledge Management (CIKM) |
| Publisher: | CEUR-WS.org |
| URL: | https://ceur-ws.org/Vol-3318/paper7.pdf |
| DBLP: | conf/cikm/CardozoMKDWJL22 |
| BibTeX: |
@inproceedings{cardozo-2022-explainer,
author = {Shea Cardozo and
Gabriel Islas Montero and
Dmitry Kazhdan and
Botty Dimanov and
Maleakhi A. Wijaya and
Mateja Jamnik and
Pietro Li\`{o}},
editor = {Georgios Drakopoulos and
Eleanna Kafeza},
title = {{Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations}},
booktitle = {{Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, USA, October 17-21, 2022}},
series = {CEUR Workshop Proceedings},
volume = {3318},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3318/paper7.pdf}
}