Alexandra Meliou

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Dan SuciuUniversity of WashingtonVerified email at cs.washington.edu
Wolfgang GatterbauerKhoury College of Computer Sciences, Northeastern UniversityVerified email at northeastern.edu
Yuriy BrunManning College of Information and Computer Sciences, University of Massachusetts AmherstVerified email at cs.umass.edu
Matteo BrucatoMicrosoft ResearchVerified email at microsoft.com
Xin Luna DongHead Scientist at Facebook AR/VR AssistantVerified email at fb.com
Azza AbouziedAssociate Professor of Computer Science, New York University Abu DhabiVerified email at nyu.edu
Joseph HellersteinJim Gray Professor of Computer Science, UC BerkeleyVerified email at berkeley.edu
Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu
Sainyam GalhotraPostdoctoral Scholar, University of ChicagoVerified email at uchicago.edu
Divesh SrivastavaAT&T Labs-ResearchVerified email at research.att.com
Neil ImmermanCollege of Computer and Information Sciences, UMass, AmherstVerified email at cs.umass.edu
Sudeepa RoyDuke University, Computer ScienceVerified email at cs.duke.edu
Yue WangMicrosoft ResearchVerified email at microsoft.com
Suman NathPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Kıvanç MuşluUniversity of WashingtonVerified email at cs.washington.edu
Anish Das SarmaSenior Research Scientist, Google ResearchVerified email at google.com
Ravali PochampallyGoogleVerified email at cs.umass.edu
Joseph HalpernProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Christoph KochProfessor of Computer Science, EPFLVerified email at epfl.ch
Andreas KrauseProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch

Alexandra Meliou

University of Massachusetts, Amherst

Verified email at cs.umass.edu - Homepage

data management Reverse Data Management data provenance causality explanations


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Fairness testing: testing software for discrimination S Galhotra, Y Brun, A Meliou Proceedings of the 2017 11th Joint meeting on foundations of software …, 2017	296	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	214	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	162	2014
Causality in databases A Meliou, W Gatterbauer, JY Halpern, C Koch, KF Moore, D Suciu IEEE Data Engineering Bulletin 33 (ARTICLE), 59-67, 2010	120	2010
Nonmyopic informative path planning in spatio-temporal models A Meliou, A Krause, C Guestrin, JM Hellerstein AAAI 10 (4), 16.7, 2007	112	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	105	2015
Tiresias: the database oracle for how-to queries A Meliou, D Suciu Proceedings of the 2012 ACM SIGMOD International Conference on Management of …, 2012	89	2012
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	83	2010
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	77	2018
Causality and explanations in databases A Meliou, S Roy, D Suciu Proceedings of the VLDB Endowment 7 (13), 1715-1716, 2014	71	2014
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	69	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	62	2009
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
Reverse data management A Meliou, W Gatterbauer, D Suciu Proceedings of the VLDB Endowment 4 (12), 1490-1493, 2011	56	2011
Software fairness Y Brun, A Meliou Proceedings of the 2018 26th ACM joint meeting on european software …, 2018	53	2018
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	46	2015
Causal testing: understanding defects' root causes B Johnson, Y Brun, A Meliou Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020	45	2020
Data debugging with continuous testing K Muşlu, Y Brun, A Meliou Proceedings of the 2013 9th Joint Meeting on Foundations of Software …, 2013	44	2013
Preventing data errors with continuous testing K Muşlu, Y Brun, A Meliou Proceedings of the 2015 International Symposium on Software Testing and …, 2015	43	2015
Approximating sensor network queries using in-network summaries A Meliou, C Guestrin, JM Hellerstein 2009 International Conference on Information Processing in Sensor Networks …, 2009	40	2009

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