Manifold-based Shapley explanations for high dimensional correlated features
Author:
Funder
Alexander von Humboldt-Stiftung
Publisher
Elsevier BV
Reference48 articles.
1. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values;Aas;Artificial Intelligence,2021
2. Abdal, R., Qin, Y., & Wonka, P. (2019). Image2stylegan: How to embed images into the stylegan latent space?. In Proceedings of the IEEE/CVF international conference on computer vision (pp. 4432–4441).
3. Albini, E., Long, J., Dervovic, D., & Magazzeni, D. (2022). Counterfactual shapley additive explanations. In Proceedings of the 2022 ACM conference on fairness, accountability, and transparency (pp. 1054–1070).
4. Fairwashing explanations with off-manifold detergent;Anders,2020
5. On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation;Bach;PLoS One,2015
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