Drawing Attributions From Evolved Counterfactuals
Author:
Affiliation:
1. Department of Artificial Intelligence, Wroclaw University of Science and Technology, Wroclaw, Poland
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3638530.3664122
Reference40 articles.
1. Kumar Abhishek and Deeksha Kamath. 2022. Attribution-based XAI Methods in Computer Vision: A Review. arXiv:2211.14736 [cs.CV]
2. From attribution maps to human-understandable explanations through Concept Relevance Propagation
3. Darius Afchar, Vincent Guigue, and Romain Hennequin. 2021. Towards Rigorous Interpretations: a Formalisation of Feature Attribution. In Proceedings of the 38th International Conference on Machine Learning (Proceedings of Machine Learning Research, Vol. 139), Marina Meila and Tong Zhang (Eds.). PMLR, 76--86. https://proceedings.mlr.press/v139/afchar21a.html
4. Counterfactual Shapley Additive Explanations
5. On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations
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