Correcting Biases of Shapley Value Attributions for Informative Machine Learning Model Explanations.

Ningsheng Zhao|Jia Yuan Yu|Trang Bui|Krzysztof Dzieciolowski


Anthology ID:DBLP:conf/cikm/ZhaoYBD24
Volume:Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
Year:2024
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:3331-3340
URL:https://doi.org/10.1145/3627673.3679846
DOI:https://doi.org/10.1145/3627673.3679846
DBLP:conf/cikm/ZhaoYBD24
BibTeX:
@inproceedings{zhao-2024-correcting, author = {Ningsheng Zhao and Jia Yuan Yu and Trang Bui and Krzysztof Dzieciolowski}, editor = {Edoardo Serra and Francesca Spezzano}, title = {{Correcting Biases of Shapley Value Attributions for Informative Machine Learning Model Explanations}}, booktitle = {{Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024}}, pages = {3331--3340}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3627673.3679846}, doi = {https://doi.org/10.1145/3627673.3679846} }