Beyond Prediction Similarity : ShapGAP for Evaluating Faithful Surrogate Models in XAI

Mariotti, Ettore; Sivaprasad, Adarsa; Moral, Jose Maria Alonso

Beyond Prediction Similarity : ShapGAP for Evaluating Faithful Surrogate Models in XAI

Files

Mariotti_etal_CiC_Beyond_Prediction_Similarity_VOR.pdf (1.74 MB)

Date

2023-10-30

Authors

Mariotti, Ettore

Sivaprasad, Adarsa

Moral, Jose Maria Alonso

Publisher

Springer Nature

Citation

Mariotti, E, Sivaprasad, A & Moral, J M A 2023, Beyond Prediction Similarity : ShapGAP for Evaluating Faithful Surrogate Models in XAI. in L Longo (ed.), Explainable Artificial Intelligence : First World Conference, xAI 2023, Lisbon, Portugal, July 26–28, 2023, Proceedings, Part I. Communications in Computer and Information Science, vol. 1901 CCIS, Springer Nature, pp. 160-173, First World Conference, Lisbon, Portugal, 26/07/23. https://doi.org/10.1007/978-3-031-44064-9_10
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