Fairness testing: testing software for discrimination S Galhotra, Y Brun, A Meliou Proceedings of the 2017 11th Joint meeting on foundations of software …, 2017 | 404 | 2017 |
The complexity of causality and responsibility for query answers and non-answers A Meliou, W Gatterbauer, KF Moore, D Suciu arXiv preprint arXiv:1009.2021, 2010 | 252 | 2010 |
Fusing data with correlations R Pochampally, A Das Sarma, XL Dong, A Meliou, D Srivastava Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 184 | 2014 |
Causality in databases A Meliou, W Gatterbauer, JY Halpern, C Koch, KF Moore, D Suciu IEEE Data Engineering Bulletin 33 (3), 59-67, 2010 | 134 | 2010 |
2018 IEEE/ACM International Workshop on Software Fairness (FairWare). Y Brun, A Meliou, B Johnson IEEE, 2018 | 128 | 2018 |
Nonmyopic informative path planning in spatio-temporal models A Meliou, A Krause, C Guestrin, JM Hellerstein AAAI 10 (4), 16.7, 2007 | 125 | 2007 |
Data x-ray: A diagnostic tool for data errors X Wang, XL Dong, A Meliou Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015 | 114 | 2015 |
Software fairness Y Brun, A Meliou Proceedings of the 2018 26th ACM joint meeting on european software …, 2018 | 106 | 2018 |
Tiresias: the database oracle for how-to queries A Meliou, D Suciu Proceedings of the 2012 ACM SIGMOD International Conference on Management of …, 2012 | 99 | 2012 |
Themis: Automatically testing software for discrimination R Angell, B Johnson, Y Brun, A Meliou Proceedings of the 2018 26th ACM Joint meeting on european software …, 2018 | 92 | 2018 |
Lifted inference seen from the other side: The tractable features A Jha, V Gogate, A Meliou, D Suciu Advances in Neural Information Processing Systems 23, 2010 | 91 | 2010 |
Causality and explanations in databases A Meliou, S Roy, D Suciu Proceedings of the VLDB Endowment 7 (13), 1715-1716, 2014 | 84 | 2014 |
Causal testing: understanding defects' root causes B Johnson, Y Brun, A Meliou Proceedings of the ACM/IEEE 42nd international conference on software …, 2020 | 67 | 2020 |
Tracing data errors with view-conditioned causality A Meliou, W Gatterbauer, S Nath, D Suciu Proceedings of the 2011 ACM SIGMOD International Conference on Management of …, 2011 | 66 | 2011 |
Why so? or why no? functional causality for explaining query answers A Meliou, W Gatterbauer, KF Moore, D Suciu arXiv preprint arXiv:0912.5340, 2009 | 66 | 2009 |
Reverse data management A Meliou, W Gatterbauer, D Suciu Proceedings of the VLDB Endowment 4 (12), 1490-1493, 2011 | 63 | 2011 |
Data gathering tours in sensor networks A Meliou, D Chu, J Hellerstein, C Guestrin, W Hong Proceedings of the 5th international conference on Information processing in …, 2006 | 58 | 2006 |
Preventing data errors with continuous testing K Muşlu, Y Brun, A Meliou Proceedings of the 2015 International Symposium on Software Testing and …, 2015 | 53 | 2015 |
The complexity of resilience and responsibility for self-join-free conjunctive queries C Freire, W Gatterbauer, N Immerman, A Meliou Proceedings of the VLDB Endowment 9 (3), 2015 | 52 | 2015 |
Data debugging with continuous testing K Muşlu, Y Brun, A Meliou Proceedings of the 2013 9th Joint Meeting on Foundations of Software …, 2013 | 51 | 2013 |