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Dive into the research topics where Aleksandra Korolova is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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CAREER: Towards Privacy and Fairness in Multi-Sided Platforms
NSF - National Science Foundation
7/1/22 → 2/28/25
Project: Research project
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Discrimination through Image Selection by Job Advertisers on Facebook
Nagaraj Rao, V. & Korolova, A., Jun 12 2023, Proceedings of the 6th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2023. Association for Computing Machinery, p. 1772-1788 17 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Having your Privacy Cake and Eating it Too: Platform-supported Auditing of Social Media Algorithms for Public Interest
Imana, B., Korolova, A. & Heidemann, J., Apr 16 2023, In: Proceedings of the ACM on Human-Computer Interaction. 7, CSCW1, 134.Research output: Contribution to journal › Article › peer-review
Open Access -
Differentially-Private “Draw and Discard” Machine Learning: Training Distributed Model from Enormous Crowds
Pihur, V., Korolova, A., Liu, F., Sankuratripati, S., Yung, M., Huang, D. & Zeng, R., 2022, Cyber Security, Cryptology, and Machine Learning - 6th International Symposium, CSCML 2022, Proceedings. Dolev, S., Meisels, A. & Katz, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 468-486 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13301 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Ad Delivery Algorithms: The Hidden Arbiters of Political Messaging
Ali, M., Sapiezynski, P., Korolova, A., Mislove, A. & Rieke, A., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 13-21 9 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Advances and open problems in federated learning
Kairouz, P., McMahan, H. B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A. N., Bonawitz, K., Charles, Z., Cormode, G., Cummings, R., D'Oliveira, R. G. L., Eichner, H., El Rouayheb, S., Evans, D., Gardner, J., Garrett, Z., Gascón, A., Ghazi, B., Gibbons, P. B., Gruteser, M., & 39 others, Jun 23 2021, In: Foundations and Trends in Machine Learning. 14, 1-2, p. 1-210 210 p.Rutgers, The State University, Princeton University
Research output: Contribution to journal › Review article › peer-review