Measuring fairness in ranked outputs K Yang, J Stoyanovich Proceedings of the 29th international conference on scientific and …, 2017 | 395 | 2017 |
Putting lipstick on pig: Enabling database-style workflow provenance Y Amsterdamer, SB Davidson, D Deutch, T Milo, J Stoyanovich, V Tannen arXiv preprint arXiv:1201.0231, 2011 | 202 | 2011 |
Designing fair ranking schemes A Asudeh, HV Jagadish, J Stoyanovich, G Das Proceedings of the 2019 international conference on management of data, 1259 …, 2019 | 190 | 2019 |
Datasynthesizer: Privacy-preserving synthetic datasets H Ping, J Stoyanovich, B Howe Proceedings of the 29th International Conference on Scientific and …, 2017 | 177 | 2017 |
Diversity in big data: A review M Drosou, HV Jagadish, E Pitoura, J Stoyanovich Big data 5 (2), 73-84, 2017 | 170 | 2017 |
Efficient network aware search in collaborative tagging sites SA Yahia, M Benedikt, LVS Lakshmanan, J Stoyanovich Proceedings of the VLDB Endowment 1 (1), 710-721, 2008 | 158 | 2008 |
Automatically and adaptively determining execution plans for queries with parameter markers W Fan, GM Lohman, VG Markl, N Megiddo, J Rao, DE Simmen, ... US Patent App. 11/673,091, 2008 | 143 | 2008 |
A nutritional label for rankings K Yang, J Stoyanovich, A Asudeh, B Howe, HV Jagadish, G Miklau Proceedings of the 2018 international conference on management of data, 1773 …, 2018 | 124 | 2018 |
On provenance and privacy SB Davidson, S Khanna, S Roy, J Stoyanovich, V Tannen, Y Chen Proceedings of the 14th International Conference on Database Theory, 3-10, 2011 | 107 | 2011 |
Responsible data management J Stoyanovich, B Howe, HV Jagadish Proceedings of the VLDB Endowment 13 (12), 2020 | 106 | 2020 |
Online set selection with fairness and diversity constraints J Stoyanovich, K Yang, HV Jagadish Proceedings of the EDBT Conference, 2018 | 96 | 2018 |
Fairness in ranking: A survey M Zehlike, K Yang, J Stoyanovich arXiv preprint arXiv:2103.14000, 2021 | 90 | 2021 |
Fairness in ranking, part i: Score-based ranking M Zehlike, K Yang, J Stoyanovich ACM Computing Surveys 55 (6), 1-36, 2022 | 76 | 2022 |
Automatically and adaptively determining execution plans for queries with parameter markers W Fan, GM Lohman, VG Markl, N Megiddo, J Rao, DE Simmen, ... US Patent 7,958,113, 2011 | 72 | 2011 |
Leveraging Tagging to Model User Interests in del. icio. us. J Stoyanovich, S Amer-Yahia, C Marlow, C Yu AAAI Spring Symposium: Social Information Processing, 104-109, 2008 | 72 | 2008 |
Research directions for principles of data management (dagstuhl perspectives workshop 16151) S Abiteboul, M Arenas, P Barceló, M Bienvenu, D Calvanese, C David, ... Schloss-Dagstuhl-Leibniz Zentrum für Informatik, 2018 | 71* | 2018 |
Balanced ranking with diversity constraints K Yang, V Gkatzelis, J Stoyanovich arXiv preprint arXiv:1906.01747, 2019 | 68 | 2019 |
It’s just not that simple: an empirical study of the accuracy-explainability trade-off in machine learning for public policy A Bell, I Solano-Kamaiko, O Nov, J Stoyanovich Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 66 | 2022 |
Fairness in ranking, part ii: Learning-to-rank and recommender systems M Zehlike, K Yang, J Stoyanovich ACM Computing Surveys 55 (6), 1-41, 2022 | 61 | 2022 |
Causal intersectionality for fair ranking K Yang, JR Loftus, J Stoyanovich arXiv preprint arXiv:2006.08688, 2020 | 59 | 2020 |