Stoyanovich, Julia
- Measuring Fairness in Ranked Outputs
2016/10/26 by Yang, Ke, Stoyanovich, Julia · 8 citations
#Databases (cs.DB) #FOS: Computer and information sciences
- Synthetic Data for Social Good
2017/10/24 by Howe, Bill, Stoyanovich, Julia, Ping, Haoyue +2 · 2 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences
- The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice
2023/02/13 by Andrew Bell, Bell, Andrew, Lucius Bynum +9 · 3 citations
Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Causal intersectionality for fair ranking
2020/06/15 by Yang, Ke, Loftus, Joshua R., Stoyanovich, Julia · 2 citations
#Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity
2024/01/29 by Andrew Bell, João Fonseca, Bell, Andrew +7 · 2 citations
Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Temporal Regular Path Queries
2021/07/02 by Marcelo Arenas, Pedro Bahamondes, Arenas, Marcelo +5 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Semantic Web and Ontologies
- Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy
2021/06/15 by Khan, Falaah Arif, Manis, Eleni, Stoyanovich, Julia · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Cambridge Report on Database Research
2025/04/15 by Anastasia Ailamaki, Ailamaki, Anastasia, Samuel Madden +96 · 1 voice
Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data Technologies and Applications #Big Data and Business Intelligence #Cloud Computing and Resource Management #cs.DB
- Temporal graph patterns by timed automata
2022/05/27 by Amir Aghasadeghi, Jan Van den Bussche, Aghasadeghi, Amir Pouya +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Caching and Content Delivery #DNA and Biological Computing #Databases (cs.DB) #FOS: Computer and information sciences #Genomics and Phylogenetic Studies
- Spending Privacy Budget Fairly and Wisely
2022/04/27 by Rosenblatt, Lucas, Allen, Joshua, Stoyanovich, Julia · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy
2022/08/26 by Rosenblatt, Lucas, Herman, Bernease, Holovenko, Anastasia +7 · 1 citation
#Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives
2024/12/17 by Rosenblatt, Lucas, Howe, Bill, Stoyanovich, Julia · 2 citations
#Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- ShaRP: Explaining Rankings and Preferences with Shapley Values
2024/01/30 by Pliatsika, Venetia, Fonseca, Joao, Akhynko, Kateryna +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Query Refinement for Diverse Top-k Selection
2024/03/26 by Campbell, Felix S., Silberstein, Alon, Stoyanovich, Julia +1 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs
2025/01/02 by Fonseca, Joao, Bell, Andrew, Stoyanovich, Julia · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- "Would You Want an AI Tutor?" Understanding Stakeholder Perceptions of LLM-based Systems in the Classroom
2025/02/02 by Fuligni, Caterina, Figaredo, Daniel Dominguez, Stoyanovich, Julia · 2 citations
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Balanced Ranking with Diversity Constraints
2019/06/04 by Ke Yang, Yang, Ke, Vasilis Gkatzelis +3 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computers and Society (cs.CY) #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems