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Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification


Jan 18, 2021
Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou


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Fairness Testing: Testing Software for Discrimination


Sep 11, 2017
Sainyam Galhotra, Yuriy Brun, Alexandra Meliou

* Sainyam Galhotra, Yuriy Brun, and Alexandra Meliou. 2017. Fairness Testing: Testing Software for Discrimination. In Proceedings of 2017 11th Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE), Paderborn, Germany, September 4-8, 2017 (ESEC/FSE'17). https://doi.org/10.1145/3106237.3106277, ESEC/FSE, 2017 

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The Complexity of Causality and Responsibility for Query Answers and non-Answers


Sep 30, 2011
Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu

* 15 pages, 12 figures, PVLDB 2011 

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Why so? or Why no? Functional Causality for Explaining Query Answers


Dec 29, 2009
Alexandra Meliou, Wolfgang Gatterbauer, Katherine F. Moore, Dan Suciu

* 18 pages, 15 figures 

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