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Answer-Set Programs for Repair Updates and Counterfactual Interventions

2022-09-25 00:34:39
Leopoldo Bertossi
arXiv_AI
   
Abstract

We briefly describe -- mainly through very simple examples -- different kinds of answer-set programs with annotations that have been proposed for specifying: database repairs and consistent query answering; secrecy view and query evaluation with them; counterfactual interventions for causality in databases; and counterfactual-based explanations in machine learning.

Abstract (translated)

URL

https://arxiv.org/abs/2209.12110

PDF

https://arxiv.org/pdf/2209.12110.pdf

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