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The Complexity of Causality and Responsibility for Query Answers and non-Answers
10 September 2010
A. Meliou
Wolfgang Gatterbauer
Katherine F. Moore
Dan Suciu
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Papers citing
"The Complexity of Causality and Responsibility for Query Answers and non-Answers"
35 / 35 papers shown
Sufficient Explanations in Databases and their Connections to Necessary Explanations and Repairs
L. Bertossi
Nina Pardal
FAtt
191
0
0
19 Nov 2025
Database Views as Explanations for Relational Deep Learning
Agapi Rissaki
Ilias Fountalis
Wolfgang Gatterbauer
Benny Kimelfeld
191
0
0
11 Sep 2025
Shapley Revisited: Tractable Responsibility Measures for Query Answers
Meghyn Bienvenu
Diego Figueira
Pierre Lafourcade
242
5
0
28 Mar 2025
The Causal-Effect Score in Data Management
CLEaR (CLEaR), 2025
Felipe Azua
Leopoldo Bertossi
CML
389
2
0
04 Feb 2025
On the Structure of Game Provenance and its Applications
Shawn Bowers
Yilin Xia
Bertram Ludäscher
FAtt
193
3
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
328
3
0
16 Apr 2024
Attribution-Scores in Data Management and Explainable Machine Learning
Symposium on Advances in Databases and Information Systems (ADBIS), 2023
Leopoldo Bertossi
XAI
FAtt
CML
238
1
0
31 Jul 2023
From Database Repairs to Causality in Databases and Beyond
Leopoldo Bertossi
221
3
0
15 Jun 2023
Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence
Leopoldo Bertossi
XAI
CML
377
5
0
06 Mar 2023
Answer-Set Programs for Repair Updates and Counterfactual Interventions
Leopoldo Bertossi
KELM
AAML
164
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
378
27
0
26 Jul 2022
Reasoning about Counterfactuals and Explanations: Problems, Results and Directions
Leopoldo Bertossi
LRM
174
0
0
25 Aug 2021
Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification
International Conference on Inductive Logic Programming (ILP), 2021
Leopoldo Bertossi
G. Reyes
230
10
0
21 Jul 2021
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis
Leopoldo Bertossi
203
4
0
19 Jun 2021
Declarative Approaches to Counterfactual Explanations for Classification
Theory and Practice of Logic Programming (TPLP), 2020
Leopoldo Bertossi
486
17
0
15 Nov 2020
Score-Based Explanations in Data Management and Machine Learning
Scalable Uncertainty Management (SUM), 2020
Leopoldo Bertossi
FAtt
XAI
257
4
0
24 Jul 2020
Causality, Responsibility and Blame in Team Plans
N. Alechina
Joseph Y. Halpern
Brian Logan
166
35
0
20 May 2020
An ASP-Based Approach to Counterfactual Explanations for Classification
Leopoldo Bertossi
CML
349
19
0
28 Apr 2020
Computing Local Sensitivities of Counting Queries with Joins
Yuchao Tao
Xi He
Ashwin Machanavajjhala
Sudeepa Roy
183
38
0
09 Apr 2020
Causal Relational Learning
Babak Salimi
Harsh Parikh
Moe Kayali
Sudeepa Roy
Lise Getoor
Dan Suciu
CML
153
51
0
07 Apr 2020
Causality-based Explanation of Classification Outcomes
Leopoldo Bertossi
Jordan Li
Maximilian Schleich
Dan Suciu
Zografoula Vagena
XAI
CML
FAtt
391
47
0
15 Mar 2020
Data Management for Causal Algorithmic Fairness
IEEE Data Engineering Bulletin (DEB), 2019
Babak Salimi
B. Howe
Dan Suciu
CML
FaML
227
27
0
20 Aug 2019
Efficiently Checking Actual Causality with SAT Solving
Amjad Ibrahim
Simon Rehwald
A. Pretschner
LRM
199
4
0
30 Apr 2019
Repair-Based Degrees of Database Inconsistency: Computation and Complexity
International Conference on Logic Programming and Non-Monotonic Reasoning (LPNMR), 2018
Leopoldo Bertossi
209
28
0
27 Sep 2018
Measuring and Computing Database Inconsistency via Repairs
Scalable Uncertainty Management (SUM), 2018
Leopoldo Bertossi
219
20
0
24 Apr 2018
Specifying and Computing Causes for Query Answers in Databases via Database Repairs and Repair Programs
Leopoldo Bertossi
436
15
0
04 Dec 2017
Fairness Testing: Testing Software for Discrimination
Sainyam Galhotra
Yuriy Brun
A. Meliou
296
418
0
11 Sep 2017
Analyzing Query Performance and Attributing Blame for Contentions in a Cluster Computing Framework
Prajakta Kalmegh
S. Babu
Sudeepa Roy
140
6
0
28 Aug 2017
A Framework for Inferring Causality from Multi-Relational Observational Data using Conditional Independence
Sudeepa Roy
Babak Salimi
CML
AI4CE
199
0
0
08 Aug 2017
The Causality/Repair Connection in Databases: Causality-Programs
Leopoldo Bertossi
LRM
KELM
168
3
0
17 Apr 2017
Causes for Query Answers from Databases: Datalog Abduction, View-Updates, and Integrity Constraints
Leopoldo Bertossi
Babak Salimi
262
36
0
06 Nov 2016
ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data
Babak Salimi
Dan Suciu
CML
209
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
182
10
0
20 Feb 2016
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back
Leopoldo Bertossi
Babak Salimi
AI4CE
184
62
0
01 Jul 2015
Query-Answer Causality in Databases: Abductive Diagnosis and View-Updates
Babak Salimi
Leopoldo Bertossi
CML
AI4CE
252
8
0
13 Jun 2015
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