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ORCIDBabak Salimi
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2020 – today
- 2020
[j7]Moe Kayali, Babak Salimi, Dan Suciu:
Demonstration of Inferring Causality from Relational Databases with CaRL. Proc. VLDB Endow. 13(12): 2985-2988 (2020)- [j6]Babak Salimi, Bill Howe, Dan Suciu:
Database Repair Meets Algorithmic Fairness. SIGMOD Rec. 49(1): 34-41 (2020) - [c12]Babak Salimi, Harsh Parikh, Moe Kayali, Lise Getoor, Sudeepa Roy, Dan Suciu:
Causal Relational Learning. SIGMOD Conference 2020: 241-256 - [c11]Batya Kenig, Pranay Mundra, Guna Prasaad, Babak Salimi, Dan Suciu:
Mining Approximate Acyclic Schemes from Relations. SIGMOD Conference 2020: 297-312 - [i16]Babak Salimi, Harsh Parikh, Moe Kayali, Sudeepa Roy, Lise Getoor, Dan Suciu:
Causal Relational Learning. CoRR abs/2004.03644 (2020)
2010 – 2019
- 2019
- [j5]Babak Salimi, Bill Howe, Dan Suciu:
Data Management for Causal Algorithmic Fairness. IEEE Data Eng. Bull. 42(3): 24-35 (2019) - [c10]Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu:
Interventional Fairness: Causal Database Repair for Algorithmic Fairness. SIGMOD Conference 2019: 793-810 - [i15]Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu:
Capuchin: Causal Database Repair for Algorithmic Fairness. CoRR abs/1902.08283 (2019) - [i14]Babak Salimi, Bill Howe, Dan Suciu:
Data Management for Causal Algorithmic Fairness. CoRR abs/1908.07924 (2019) - [i13]Batya Kenig, Pranay Mundra, Guna Prasaad, Babak Salimi, Dan Suciu:
Mining Approximate Acyclic Schemes from Relations. CoRR abs/1911.12933 (2019) - 2018
- [j4]Babak Salimi, Corey Cole, Peter Li, Johannes Gehrke, Dan Suciu:
HypDB: A Demonstration of Detecting, Explaining and Resolving Bias in OLAP queries. Proc. VLDB Endow. 11(12): 2062-2065 (2018) - [c9]Babak Salimi, Johannes Gehrke, Dan Suciu:
Bias in OLAP Queries: Detection, Explanation, and Removal. SIGMOD Conference 2018: 1021-1035 - [c8]Luke Rodriguez, Babak Salimi, Haoyue Ping, Julia Stoyanovich, Bill Howe:
MobilityMirror: Bias-Adjusted Transportation Datasets. BiDU@VLDB 2018: 18-39 - [i12]Babak Salimi, Johannes Gehrke, Dan Suciu:
HypDB: Detect, Explain And Resolve Bias in OLAP. CoRR abs/1803.04562 (2018) - [i11]Luke Rodriguez, Babak Salimi, Haoyue Ping, Julia Stoyanovich, Bill Howe:
MobilityMirror: Bias-Adjusted Transportation Datasets. CoRR abs/1808.07151 (2018) - 2017
- [j3]Leopoldo E. Bertossi, Babak Salimi:
Causes for query answers from databases: Datalog abduction, view-updates, and integrity constraints. Int. J. Approx. Reason. 90: 226-252 (2017) - [j2]Leopoldo E. Bertossi
, Babak Salimi:
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. Theory Comput. Syst. 61(1): 191-232 (2017) - [j1]Babak Salimi, Corey Cole, Dan R. K. Ports, Dan Suciu:
ZaliQL: Causal Inference from Observational Data at Scale. Proc. VLDB Endow. 10(12): 1957-1960 (2017) - [c7]Helga Gudmundsdottir, Babak Salimi, Magdalena Balazinska, Dan R. K. Ports, Dan Suciu:
A Demonstration of Interactive Analysis of Performance Measurements with Viska. SIGMOD Conference 2017: 1707-1710 - [i10]Sudeepa Roy, Babak Salimi:
A Framework for Inferring Causality from Multi-Relational Observational Data using Conditional Independence. CoRR abs/1708.02536 (2017) - 2016
- [c6]Babak Salimi, Leopoldo E. Bertossi:
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints. FLAIRS Conference 2016: 674-679 - [c5]Babak Salimi, Leopoldo E. Bertossi, Dan Suciu, Guy Van den Broeck:
Quantifying Causal Effects on Query Answering in Databases. TaPP 2016 - [i9]Babak Salimi, Leopoldo E. Bertossi:
Causes for Query Answers from Databases, Datalog Abduction and View-Updates: The Presence of Integrity Constraints. CoRR abs/1602.06458 (2016) - [i8]Babak Salimi, Leopoldo E. Bertossi, Dan Suciu, Guy Van den Broeck:
Quantifying Causal Effects on Query Answering in Databases. CoRR abs/1603.02705 (2016) - [i7]Babak Salimi, Dan Suciu:
ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data. CoRR abs/1609.03540 (2016) - [i6]Leopoldo E. Bertossi, Babak Salimi:
Causes for Query Answers from Databases: Datalog Abduction, View-Updates, and Integrity Constraints. CoRR abs/1611.01711 (2016) - 2015
- [c4]Babak Salimi, Leopoldo E. Bertossi:
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. ICDT 2015: 342-362 - [c3]Babak Salimi, Leopoldo E. Bertossi:
Query-Answer Causality in Databases: Abductive Diagnosis and View Updates. ACI@UAI 2015: 76-85 - [i5]Babak Salimi, Leopoldo E. Bertossi:
Query-Answer Causality in Databases: Abductive Diagnosis and View-Updates. CoRR abs/1506.04299 (2015) - [i4]Babak Salimi, Leopoldo E. Bertossi:
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. CoRR abs/1507.00257 (2015) - 2014
- [c2]Leopoldo E. Bertossi, Babak Salimi:
Causality in Databases, Database Repairs, and Consistency-Based Diagnosis (extended abstract). AMW 2014 - [i3]Babak Salimi, Leopoldo E. Bertossi:
Causality in Databases: The Diagnosis and Repair Connections. CoRR abs/1404.6857 (2014) - [i2]Leopoldo E. Bertossi, Babak Salimi:
Unifying Causality, Diagnosis, Repairs and View-Updates in Databases. CoRR abs/1405.4228 (2014) - [i1]Babak Salimi, Leopoldo E. Bertossi:
From Causes for Database Queries to Repairs and Model-Based Diagnosis and Back. CoRR abs/1412.4311 (2014)
1990 – 1999
- 1990
- [c1]Janusz Rajski, Jerzy Tyszer, Babak Salimi:
On the Diagnostic Resolution of Signature Analysis. ICCAD 1990: 364-367
Coauthor Index
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