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Julia Stoyanovich · Study
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Author
Julia Stoyanovich
29 works
· latest 2024
· 4 institutions
cluster: provisional
ORCID 0000-0002-1587-0450
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23
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29
Citations
1,882
Works here
29
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Most cited in this library
Measuring Fairness in Ranked Outputs
2017 · 378 citations
Designing Fair Ranking Schemes
2019 · 159 citations
Diversity in Big Data: A Review
2017 · 140 citations
Putting lipstick on pig
2011 · 117 citations
A Nutritional Label for Rankings
2018 · 102 citations
Works
29 shown
Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making
IEEE Transactions on Knowledge and Data Engineering
·
2024
·
4 authors
23
citations
Responsible AI literacy: A stakeholder-first approach
Big Data & Society
·
2023
·
2 authors
·
Open access
64
citations
The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice
ACM Conference on Fairness, Accountability, and Transparency (FAccT)
·
2023
·
6 authors
·
other
·
Open access
21
citations
Think about the stakeholders first! Toward an algorithmic transparency playbook for regulatory compliance
Data & Policy
·
2023
·
3 authors
·
Open access
44
citations
An external stability audit framework to test the validity of personality prediction in AI hiring
Data Mining and Knowledge Discovery
·
2022
·
7 authors
·
Open access
33
citations
Responsible data management
Communications of the ACM
·
2022
·
5 authors
·
Open access
40
citations
Fairness in Ranking, Part I: Score-Based Ranking
ACM Computing Surveys
·
2022
·
3 authors
·
Open access
94
citations
Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems
ACM Computing Surveys
·
2022
·
3 authors
·
Open access
87
citations
Developing data capability with non-profit organisations using participatory methods
Big Data & Society
·
2022
·
6 authors
·
Open access
21
citations
Teaching Responsible Data Science: Charting New Pedagogical Territory
International Journal of Artificial Intelligence in Education
·
2021
·
2 authors
·
Open access
35
citations
Fairness in Ranking: A Survey
arXiv (Cornell University)
·
2021
·
3 authors
·
preprint
·
Open access
31
citations
Causal Intersectionality and Fair Ranking
DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)
·
2021
·
3 authors
·
Open access
21
citations
Responsible data management
Proceedings of the VLDB Endowment
·
2020
·
3 authors
81
citations
Fairness-Aware Instrumentation of Preprocessing~Pipelines for Machine Learning
UvA-DARE (University of Amsterdam)
·
2020
·
4 authors
·
other
·
Open access
18
citations
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions
arXiv (Cornell University)
·
2019
·
4 authors
·
preprint
·
Open access
24
citations
MithraLabel
ACM International Conference on Information and Knowledge Management (CIKM)
·
2019
·
5 authors
·
other
·
Open access
35
citations
Balanced Ranking with Diversity Constraints
International Joint Conference on Artificial Intelligence
·
2019
·
3 authors
·
other
·
Open access
52
citations
Transparency, Fairness, Data Protection, Neutrality
Journal of Data and Information Quality
·
2019
·
2 authors
·
Open access
52
citations
Designing Fair Ranking Schemes
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2019
·
4 authors
·
other
·
Open access
159
citations
A Nutritional Label for Rankings
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2018
·
6 authors
·
other
·
Open access
102
citations
Online Set Selection with Fairness and Diversity Constraints
Movebank
·
2018
·
3 authors
·
dataset
·
Open access
83
citations
Measuring Fairness in Ranked Outputs
International Conference on Scientific and Statistical Database Management
·
2017
·
2 authors
·
other
·
Open access
378
citations
Fides
International Conference on Scientific and Statistical Database Management
·
2017
·
6 authors
·
other
·
Open access
31
citations
Diversity in Big Data: A Review
Big Data
·
2017
·
4 authors
·
review
140
citations
Data Responsibly: Fairness, Neutrality and Transparency in Data Analysis
·
2016
·
3 authors
·
preprint
·
Open access
28
citations
Putting Lipstick on Pig: Enabling Database-style Workflow Provenance
arXiv (Cornell University)
·
2011
·
6 authors
·
preprint
·
Open access
17
citations
Putting lipstick on pig
Proceedings of the VLDB Endowment
·
2011
·
6 authors
117
citations
Enabling privacy in provenance-aware workflow systems
ScholarlyCommons (University of Pennsylvania)
·
2011
·
7 authors
·
Open access
24
citations
Exploring repositories of scientific workflows
·
2010
·
3 authors
·
other
27
citations