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The Complexity of Causality and Responsibility for Query Answers and non-Answers

10 September 2010

Papers citing "The Complexity of Causality and Responsibility for Query Answers and non-Answers"

33 / 33 papers shown

Title
Shapley Revisited: Tractable Responsibility Measures for Query Answers Meghyn Bienvenu Diego Figueira Pierre Lafourcade 66 0 0 28 Mar 2025
The Causal-Effect Score in Data Management Felipe Azua Leopoldo Bertossi CML 137 1 0 04 Feb 2025
On the Structure of Game Provenance and its Applications Shawn Bowers Yilin Xia Bertram Ludäscher FAtt 24 2 0 07 Oct 2024
Automated Discovery of Functional Actual Causes in Complex Environments Caleb Chuck Sankaran Vaidyanathan Stephen Giguere Amy Zhang David Jensen S. Niekum CML 123 2 0 16 Apr 2024
Attribution-Scores in Data Management and Explainable Machine Learning Leopoldo Bertossi XAI FAtt CML 59 1 0 31 Jul 2023
From Database Repairs to Causality in Databases and Beyond Leopoldo Bertossi 33 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
Answer-Set Programs for Repair Updates and Counterfactual Interventions Leopoldo Bertossi KELM AAML 50 0 0 25 Sep 2022
XInsight: eXplainable Data Analysis Through The Lens of Causality Pingchuan Ma Rui Ding Shuai Wang Shi Han Dongmei Zhang CML 82 21 0 26 Jul 2022
Reasoning about Counterfactuals and Explanations: Problems, Results and Directions Leopoldo Bertossi LRM 54 0 0 25 Aug 2021
Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification Leopoldo Bertossi G. Reyes 77 9 0 21 Jul 2021
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
Causality, Responsibility and Blame in Team Plans N. Alechina Joseph Y. Halpern Brian Logan 50 35 0 20 May 2020
An ASP-Based Approach to Counterfactual Explanations for Classification Leopoldo Bertossi CML 83 15 0 28 Apr 2020
Computing Local Sensitivities of Counting Queries with Joins Yuchao Tao Xi He Ashwin Machanavajjhala Sudeepa Roy 74 37 0 09 Apr 2020
Causal Relational Learning Babak Salimi Harsh Parikh Moe Kayali Sudeepa Roy Lise Getoor Dan Suciu CML 55 44 0 07 Apr 2020
Causality-based Explanation of Classification Outcomes Leopoldo Bertossi Jordan Li Maximilian Schleich Dan Suciu Zografoula Vagena XAI CML FAtt 255 46 0 15 Mar 2020
Data Management for Causal Algorithmic Fairness Babak Salimi B. Howe Dan Suciu CML FaML 41 23 0 20 Aug 2019
Efficiently Checking Actual Causality with SAT Solving Amjad Ibrahim Simon Rehwald A. Pretschner LRM 27 3 0 30 Apr 2019
Repair-Based Degrees of Database Inconsistency: Computation and Complexity Leopoldo Bertossi 56 27 0 27 Sep 2018
Measuring and Computing Database Inconsistency via Repairs Leopoldo Bertossi 60 19 0 24 Apr 2018
Specifying and Computing Causes for Query Answers in Databases via Database Repairs and Repair Programs Leopoldo Bertossi 118 14 0 04 Dec 2017
Fairness Testing: Testing Software for Discrimination Sainyam Galhotra Yuriy Brun A. Meliou 87 382 0 11 Sep 2017
Analyzing Query Performance and Attributing Blame for Contentions in a Cluster Computing Framework Prajakta Kalmegh S. Babu Sudeepa Roy 15 5 0 28 Aug 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
Causes for Query Answers from Databases: Datalog Abduction, View-Updates, and Integrity Constraints Leopoldo Bertossi Babak Salimi 58 32 0 06 Nov 2016
ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data Babak Salimi Dan Suciu CML 37 2 0 12 Sep 2016
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints Babak Salimi Leopoldo Bertossi 28 10 0 20 Feb 2016
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back Leopoldo Bertossi Babak Salimi AI4CE 67 57 0 01 Jul 2015
Query-Answer Causality in Databases: Abductive Diagnosis and View-Updates Babak Salimi Leopoldo Bertossi CML AI4CE 44 8 0 13 Jun 2015