Korolova, Aleksandra
- Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12
2017/09/08 by Tang Jun, Jun Tang, Tang, Jun +9 · 2 voices · 23 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Internet Traffic Analysis and Secure E-voting
- Advances and Open Problems in Federated Learning
2019/12/10 by Peter Kairouz, H. Brendan McMahan, Kairouz, Peter +115 · 428 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?
2025/06/13 by Zihan Zheng, Zheng, Zihan, Zerui Cheng +35 · 8 voices · 20 citations
#cs.SE #cs.AI #cs.CL #cs.LG
- Ad Delivery Algorithms: The Hidden Arbiters of Political Messaging
2019/12/09 by Muhammad Ali, Ali, Muhammad, Piotr Sapieżyński +7 · 2 citations
Social Sciences · Computer Science · #Social Media and Politics #Hate Speech and Cyberbullying Detection #Gender, Feminism, and Media
- The Power of The Hybrid Model for Mean Estimation
2018/11/29 by Avent, Brendan, Dubey, Yatharth, Korolova, Aleksandra · 1 citation
#Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Stability and Multigroup Fairness in Ranking with Uncertain Predictions
2024/02/14 by Devic, Siddartha, Korolova, Aleksandra, Kempe, David +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Preference-Informed Fairness
2019/04/03 by Michael P. Kim, Kim, Michael P., Aleksandra Korolova +5 · 1 citation
Decision Sciences · Neuroscience · Social Sciences · #Computers and Society (cs.CY) #Data Structures and Algorithms (cs.DS) #Decision-Making and Behavioral Economics #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Free Will and Agency #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Robust Allocations with Diversity Constraints
2021/09/30 by Zeyu Shen, Lodewijk Gelauff, Shen, Zeyu +7 · 1 citation
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG)
- AutoCode: LLMs as Problem Setters for Competitive Programming
2025/09/29 by Shang‐Ming Zhou, Zhou, Shang, Zihan Zheng +35 · 2 citations
Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Scheduling and Optimization Algorithms #Semantic Web and Ontologies #Software Engineering (cs.SE)
- Adultification Bias in LLMs and Text-to-Image Models
2025/06/08 by Castleman, Jane, Korolova, Aleksandra · 2 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences