Julia Stoyanovich
Orcid: 0000-0002-1587-0450Affiliations:
- New York University, NY, USA
- Drexel University (former)
- Columbia University, New York City, USA (former)
According to our database1,
Julia Stoyanovich
authored at least 128 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on twitter.com
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on orcid.org
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on github.com
On csauthors.net:
Bibliography
2024
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity.
CoRR, 2024
A Simple and Practical Method for Reducing the Disparate Impact of Differential Privacy.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Nat. Mac. Intell., March, 2023
Proc. VLDB Endow., 2023
Proc. VLDB Endow., 2023
Proc. ACM Manag. Data, 2023
ACM Comput. Surv., 2023
The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction.
CoRR, 2023
CoRR, 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023
Proceedings of the 31st Symposium of Advanced Database Systems, 2023
Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning.
Proceedings of the 38th Brazilian Symposium on Databases, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023
The Algorithmic Transparency Playbook: A Stakeholder-first Approach to Creating Transparency for Your Organization's Algorithms.
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Developing data capability with non-profit organisations using participatory methods.
Big Data Soc., January, 2022
An external stability audit framework to test the validity of personality prediction in AI hiring.
Data Min. Knowl. Discov., 2022
Rankers, Rankees, & Rankings: Peeking into the Pandora's Box from a Socio-Technical Perspective.
CoRR, 2022
CoRR, 2022
Think About the Stakeholders First! Towards an Algorithmic Transparency Playbook for Regulatory Compliance.
CoRR, 2022
External Stability Auditing to Test the Validity of Personality Prediction in AI Hiring.
CoRR, 2022
Int. J. Artif. Intell. Educ., 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
It's Just Not That Simple: An Empirical Study of the Accuracy-Explainability Trade-off in Machine Learning for Public Policy.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines.
Proceedings of the Equity and Access in Algorithms, Mechanisms, and Optimization, 2022
Proceedings of the 1st ACM SIGMOD International Workshop on Data Systems Education: Bridging Education Practice with Education Research, 2022
Resume Format, LinkedIn URLs and Other Unexpected Influences on AI Personality Prediction in Hiring: Results of an Audit.
Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022
2021
CoRR, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the 24th International Conference on Database Theory, 2021
Proceedings of the 2nd Symposium on Foundations of Responsible Computing, 2021
Proceedings of the EAAMO 2021: ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, Virtual Event, USA, October 5, 2021
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021
2020
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
2019
Transparency, Fairness, Data Protection, Neutrality: Data Management Challenges in the Face of New Regulation.
ACM J. Data Inf. Qual., 2019
IEEE Data Eng. Bull., 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
TransFAT: Translating Fairness, Accountably and Transparency into Data Science Practice.
Proceedings of the 1st International Workshop on Processing Information Ethically co-located with 31st International Conference on Advanced Information Systems Engineering, 2019
2018
Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151).
Dagstuhl Manifestos, 2018
Proceedings of the Poster Track of the Workshop on Big Social Data and Urban Computing co-located with BiDU 2018 at VLDB 2018, 2018
Proceedings of the Big Social Data and Urban Computing, 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management.
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 7th International Workshop on Testing Database Systems, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 21st International Conference on Extending Database Technology, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017
Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2017
Proceedings of the 20th International Conference on Extending Database Technology, 2017
Proceedings of The 16th International Symposium on Database Programming Languages, 2017
Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, 2017
2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 19th International Workshop on Web and Databases, 2016
Proceedings of the 19th International Conference on Extending Database Technology, 2016
2015
Proceedings of the 18th International Workshop on Web and Databases, 2015
Proceedings of the 18th International Workshop on Web and Databases, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
2014
2013
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the Case-Based Reasoning Research and Development, 2013
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013
2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
2011
Proc. VLDB Endow., 2011
AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments.
Database J. Biol. Databases Curation, 2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011
Proceedings of the 5th Alberto Mendelzon International Workshop on Foundations of Data Management, 2011
2010
Proceedings of the 26th International Conference on Data Engineering, 2010
2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Proc. VLDB Endow., 2008
MutaGeneSys: estimating individual disease susceptibility based on genome-wide SNP array data.
Bioinform., 2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the Social Information Processing, 2008
2007
Proceedings of the Tenth International Workshop on the Web and Databases, 2007
2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004