Causes for Query Answers from Databases: Datalog Abduction,
View-Updates, and Integrity Constraints

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Causes for Query Answers from Databases: Datalog Abduction, View-Updates, and Integrity Constraints

6 November 2016

Leopoldo Bertossi

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Papers citing "Causes for Query Answers from Databases: Datalog Abduction, View-Updates, and Integrity Constraints"

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Title
The Causal-Effect Score in Data Management Felipe Azua Leopoldo Bertossi CML 137 1 0 04 Feb 2025
From Database Repairs to Causality in Databases and Beyond Leopoldo Bertossi 35 3 0 15 Jun 2023
Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence Leopoldo Bertossi XAI CML 88 5 0 06 Mar 2023
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis Leopoldo Bertossi 59 4 0 19 Jun 2021
Declarative Approaches to Counterfactual Explanations for Classification Leopoldo Bertossi 67 17 0 15 Nov 2020
Score-Based Explanations in Data Management and Machine Learning Leopoldo Bertossi FAtt XAI 59 4 0 24 Jul 2020
Causal Relational Learning Babak Salimi Harsh Parikh Moe Kayali Sudeepa Roy Lise Getoor Dan Suciu CML 55 44 0 07 Apr 2020
Data Management for Causal Algorithmic Fairness Babak Salimi B. Howe Dan Suciu CML FaML 41 23 0 20 Aug 2019
Specifying and Computing Causes for Query Answers in Databases via Database Repairs and Repair Programs Leopoldo Bertossi 118 14 0 04 Dec 2017
A Framework for Inferring Causality from Multi-Relational Observational Data using Conditional Independence Sudeepa Roy Babak Salimi CML AI4CE 40 0 0 08 Aug 2017
The Causality/Repair Connection in Databases: Causality-Programs Leopoldo Bertossi LRM KELM 37 3 0 17 Apr 2017