Julia Stoyanovich

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Citations	4485	3394
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H. V. JagadishUniversity of MichiganVerified email at umich.edu
Bill HoweUniversity of WashingtonVerified email at uw.edu
Serge AbiteboulINRIA SaclayVerified email at inria.fr
Ke YangAssistant Professor, University of Texas at San AntonioVerified email at utsa.edu
Gerome MiklauProfessor of Computer Science, University of Massachusetts, AmherstVerified email at cs.umass.edu
Tova MiloProfessor of Computer Science, Tel Aviv UniversityVerified email at cs.tau.ac.il
Susan DavidsonUniversity of PennsylvaniaVerified email at cis.upenn.edu
Sebastian SchelterProfessor at BIFOLD & TU BerlinVerified email at tu-berlin.de
Benny KimelfeldTechnion - Israel Institute of TechnologyVerified email at cs.technion.ac.il
Sihem Amer-YahiaResearch Director, CNRS, LIG, FranceVerified email at univ-grenoble-alpes.fr
Abolfazl AsudehAssistant Professor of Computer Science, University of Illinois ChicagoVerified email at uic.edu
Falaah Arif KhanNew York UniversityVerified email at nyu.edu
Val TannenUniversity of PennsylvaniaVerified email at seas.upenn.edu
Meike ZehlikeZalando ResearchVerified email at zalando.de
Joshua LoftusLondon School of EconomicsVerified email at lse.ac.uk
Gerhard WeikumProfessor of Computer Science, Max Planck Institute for Informatics, Saarland Informatics CampusVerified email at mpi-inf.mpg.de
Volker MarklTechnische Universität BerlinVerified email at tu-berlin.de
Guy LohmanManager of Disruptive Information Management Architectures, IBM Almaden Research CenterVerified email at us.ibm.com
Oded NovProfessor, New York UniversityVerified email at nyu.edu
Kenneth RossColumbia UniversityVerified email at cs.columbia.edu

Julia Stoyanovich

New York University

Verified email at nyu.edu - Homepage

responsible AI data management algorithmic ranking AI ethics AI policy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Measuring fairness in ranked outputs K Yang, J Stoyanovich Proceedings of the 29th international conference on scientific and …, 2017	431	2017
Datasynthesizer: Privacy-preserving synthetic datasets H Ping, J Stoyanovich, B Howe Proceedings of the 29th International Conference on Scientific and …, 2017	209	2017
Designing fair ranking schemes A Asudeh, HV Jagadish, J Stoyanovich, G Das Proceedings of the 2019 international conference on management of data, 1259 …, 2019	206	2019
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	206	2011
Diversity in big data: A review M Drosou, HV Jagadish, E Pitoura, J Stoyanovich Big data 5 (2), 73-84, 2017	182	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	152	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	133	2018
Responsible data management J Stoyanovich, B Howe, HV Jagadish Proceedings of the VLDB Endowment 13 (12), 2020	115	2020
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	109	2011
Fairness in ranking: A survey M Zehlike, K Yang, J Stoyanovich arXiv preprint arXiv:2103.14000, 2021	107	2021
Fairness in ranking, part i: Score-based ranking M Zehlike, K Yang, J Stoyanovich ACM Computing Surveys 55 (6), 1-36, 2022	101	2022
Online set selection with fairness and diversity constraints J Stoyanovich, K Yang, HV Jagadish Proceedings of the EDBT Conference, 2018	99	2018
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	88	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	82	2022
Balanced ranking with diversity constraints K Yang, V Gkatzelis, J Stoyanovich arXiv preprint arXiv:1906.01747, 2019	78	2019
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	73*	2018
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	70	2008
Nutritional labels for data and models J Stoyanovich, B Howe A Quarterly bulletin of the Computer Society of the IEEE Technical Committee …, 2019	67	2019

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