Attribution-Scores in Data Management and Explainable Machine Learning

Author:

Bertossi Leopoldo

Publisher

Springer Nature Switzerland

Reference48 articles.

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2. Arenas, M., Bertossi, L., Chomicki, J.: Consistent query answers in inconsistent databases. In: Proceedings of ACM PODS 1999, pp. 68–79 (1999)

3. Arenas, M., Barcelo, P., Bertossi, L., Monet, M.: The tractability of SHAP-scores over deterministic and decomposable boolean circuits. In: Proceedings of AAAI (2021)

4. Arenas, M., Barcelo, P., Bertossi, L., Monet, M.: On the complexity of SHAP-score-based explanations: tractability via knowledge compilation and non-approximability results. J. Mach. Learn. Res. 24(63), 1–58 (2023)

5. Bertossi, L.: Database repairing and consistent query answering. In: Synthesis Lectures in Data Management. Morgan & Claypool (2011)

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