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} }