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1507.00257
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From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back
1 July 2015
Leopoldo Bertossi
Babak Salimi
AI4CE
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Papers citing
"From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back"
17 / 17 papers shown
Title
The Causal-Effect Score in Data Management
Felipe Azua
Leopoldo Bertossi
CML
137
1
0
04 Feb 2025
Attribution-Scores in Data Management and Explainable Machine Learning
Leopoldo Bertossi
XAI
FAtt
CML
61
1
0
31 Jul 2023
Answer-Set Programs for Repair Updates and Counterfactual Interventions
Leopoldo Bertossi
KELM
AAML
50
0
0
25 Sep 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
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
From Checking to Inference: Actual Causality Computations as Optimization Problems
Amjad Ibrahim
A. Pretschner
LRM
69
13
0
05 Jun 2020
An ASP-Based Approach to Counterfactual Explanations for Classification
Leopoldo Bertossi
CML
83
15
0
28 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
63
27
0
27 Sep 2018
Measuring and Computing Database Inconsistency via Repairs
Leopoldo Bertossi
64
19
0
24 Apr 2018
Specifying and Computing Causes for Query Answers in Databases via Database Repairs and Repair Programs
Leopoldo Bertossi
135
14
0
04 Dec 2017
Causes for Query Answers from Databases: Datalog Abduction, View-Updates, and Integrity Constraints
Leopoldo Bertossi
Babak Salimi
68
32
0
06 Nov 2016
ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data
Babak Salimi
Dan Suciu
CML
44
2
0
12 Sep 2016
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