FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations

Author:

Sharma Shubham,Gee Alan,Henderson Jette,Ghosh Joydeep

Publisher

Springer Nature Switzerland

Reference31 articles.

1. Artelt, A., Hammer, B.: On the computation of counterfactual explanations–a survey. arXiv preprint arXiv:1911.07749 (2019)

2. Advances in Computer Vision and Pattern Recognition;G Balakrishnan,2021

3. Balasubramanian, R., Sharpe, S., Barr, B., Wittenbach, J., Bruss, C.B.: Latent-CF: a simple baseline for reverse counterfactual explanations. arXiv preprint arXiv:2012.09301 (2020)

4. Barocas, S., Selbst, A.D., Raghavan, M.: The hidden assumptions behind counterfactual explanations and principal reasons. In: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, pp. 80–89 (2020)

5. Barr, B., Harrington, M.R., Sharpe, S., Bruss, C.B.: Counterfactual explanations via latent space projection and interpolation. arXiv preprint arXiv:2112.00890 (2021)

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