Author:
Kuratomi Alejandro,Pitoura Evaggelia,Papapetrou Panagiotis,Lindgren Tony,Tsaparas Panayiotis
Publisher
Springer Nature Switzerland
Reference29 articles.
1. Boer, N., Deutch, D., Frost, N., Milo, T.: Just in time: personal temporal insights for altering model decisions. In: 2019 IEEE 35th International Conference on Data Engineering (ICDE), pp. 1988–1991. IEEE (2019)
2. Coston, A., Mishler, A., Kennedy, E.H., Chouldechova, A.: Counterfactual risk assessments, evaluation, and fairness. In: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, pp. 582–593. ACM, Barcelona Spain, January 2020. https://doi.org/10.1145/3351095.3372851
3. Dodge, J., Liao, Q.V., Zhang, Y., Bellamy, R.K., Dugan, C.: Explaining models: an empirical study of how explanations impact fairness judgment. In: Proceedings of the 24th International Conference on Intelligent User Interfaces, pp. 275–285 (2019)
4. Karimi, A.H., Barthe, G., Balle, B., Valera, I.: Model-agnostic counterfactual explanations for consequential decisions. In: International Conference on Artificial Intelligence and Statistics, pp. 895–905. PMLR (2020)
5. Karlsson, I., Rebane, J., Papapetrou, P., Gionis, A.: Locally and globally explainable time series tweaking. Knowl. Inf. Syst. 62(5), 1671–1700 (2020)
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