Julia Stoyanovich
New York University
H-index: 32
North America-United States
Top articles of Julia Stoyanovich
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Temporal graph patterns by timed automata | The VLDB Journal | Amir Aghasadeghi Jan Van den Bussche Julia Stoyanovich | 2024/1 |
A simple and practical method for reducing the disparate impact of differential privacy | Proceedings of the AAAI Conference on Artificial Intelligence | Lucas Rosenblatt Julia Stoyanovich Christopher Musco | 2024/3/24 |
Automated data cleaning can hurt fairness in machine learning-based decision making | IEEE Transactions on Knowledge and Data Engineering | Shubha Guha Falaah Arif Khan Julia Stoyanovich Sebastian Schelter | 2024/2/13 |
ShaRP: Explaining Rankings with Shapley Values | arXiv preprint arXiv:2401.16744 | Venetia Pliatsika Joao Fonseca Tilun Wang Julia Stoyanovich | 2024/1/30 |
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity | arXiv preprint arXiv:2401.16088 | Andrew Bell Joao Fonseca Carlo Abrate Francesco Bonchi Julia Stoyanovich | 2024/1/29 |
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse | arXiv preprint arXiv:2401.13935 | Lucius EJ Bynum Joshua R Loftus Julia Stoyanovich | 2024/1/25 |
Query Refinement for Diverse Top- Selection | arXiv preprint arXiv:2403.17786 | Felix S Campbell Alon Silberstein Yuval Moskovitch Julia Stoyanovich | 2024/3/26 |
Most Expected Winner: An Interpretation of Winners over Uncertain Voter Preferences | Proceedings of the ACM on Management of Data | Haoyue Ping Julia Stoyanovich | 2023/5/30 |
The unbearable weight of massive privilege: Revisiting bias-variance trade-offs in the context of fair prediction | arXiv preprint arXiv:2302.08704 | Falaah Arif Khan Julia Stoyanovich | 2023/2/17 |
Responsible AI literacy: A stakeholder-first approach | Big Data & Society | Daniel Domínguez Figaredo Julia Stoyanovich | 2023/7 |
Tutorials at the web conference 2023 | Valeria Fionda Olaf Hartig Reyhaneh Abdolazimi Sihem Amer-Yahia Hongzhi Chen | 2023/4/30 | |
On Fairness and Stability: Is Estimator Variance a Friend or a Foe? | arXiv e-prints | Falaah Arif Khan Denys Herasymuk Julia Stoyanovich | 2023/2 |
Counterfactuals for the Future | Proceedings of the AAAI Conference on Artificial Intelligence | Lucius EJ Bynum Joshua R Loftus Julia Stoyanovich | 2023/6/26 |
Setting the right expectations: Algorithmic recourse over time | João Fonseca Andrew Bell Carlo Abrate Francesco Bonchi Julia Stoyanovich | 2023/10/30 | |
The Algorithmic Transparency Playbook: A Stakeholder-first Approach to Creating Transparency for Your Organization’s Algorithms | Andrew Bell Oded Nov Julia Stoyanovich | 2023/4/19 | |
The possibility of fairness: Revisiting the impossibility theorem in practice | Andrew Bell Lucius Bynum Nazarii Drushchak Tetiana Zakharchenko Lucas Rosenblatt | 2023/6/12 | |
Multi-Dimensional Data Publishing With Local Differential Privacy. | Gaoyuan Liu Peng Tang Chengyu Hu Chongshi Jin Shanqing Guo | 2023 | |
Query Refinement for Diversity Constraint Satisfaction | Proceedings of the VLDB Endowment | Jinyang Li Yuval Moskovitch Julia Stoyanovich HV Jagadish | 2023/10/1 |
The algorithmic transparency playbook | Center for Responsible AI. Available at: https://dataresponsibly. github. io/algorithmic-transparency-playbook/resources/transparency_playbook_camera_ ready. pdf (Accessed: February 7 2024) | Andrew Bell O Nov J Stoyanovich | 2023/4 |
Personal Data for Personal Use: Vision or Reality? | Xin Luna Dong Bo Li Julia Stoyanovich Anthony Kum Hoe Tung Gerhard Weikum | 2023/6/4 |
Co-Authors
