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Aleksandra Korolova
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Publications
- 2024
- [i23]Siddartha Devic, Aleksandra Korolova, David Kempe, Vatsal Sharan:
Stability and Multigroup Fairness in Ranking with Uncertain Predictions. CoRR abs/2402.09326 (2024) - 2023
- [j10]Basileal Imana, Aleksandra Korolova, John S. Heidemann:
Having your Privacy Cake and Eating it Too: Platform-supported Auditing of Social Media Algorithms for Public Interest. Proc. ACM Hum. Comput. Interact. 7(CSCW1): 1-33 (2023) - [c22]Siddartha Devic, David Kempe, Vatsal Sharan, Aleksandra Korolova:
Fairness in Matching under Uncertainty. ICML 2023: 7775-7794 - [i22]Siddartha Devic, David Kempe, Vatsal Sharan, Aleksandra Korolova:
Fairness in Matching under Uncertainty. CoRR abs/2302.03810 (2023) - [i21]Brendan Avent, Aleksandra Korolova:
Pushing the Boundaries of Private, Large-Scale Query Answering. CoRR abs/2302.04833 (2023) - 2022
- [c20]Vasyl Pihur, Aleksandra Korolova, Frederick Liu, Subhash Sankuratripati, Moti Yung, Dachuan Huang, Ruogu Zeng:
Differentially-Private "Draw and Discard" Machine Learning: Training Distributed Model from Enormous Crowds. CSCML 2022: 468-486 - [i18]Basileal Imana, Aleksandra Korolova, John S. Heidemann:
Having your Privacy Cake and Eating it Too: Platform-supported Auditing of Social Media Algorithms for Public Interest. CoRR abs/2207.08773 (2022) - 2021
- [j9]Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. Found. Trends Mach. Learn. 14(1-2): 1-210 (2021) - [c18]Basileal Imana, Aleksandra Korolova, John S. Heidemann:
Institutional privacy risks in sharing DNS data. ANRW 2021: 69-75 - [c17]Zeyu Shen, Lodewijk Gelauff, Ashish Goel, Aleksandra Korolova, Kamesh Munagala:
Robust Allocations with Diversity Constraints. NeurIPS 2021: 29684-29696 - [c15]Basileal Imana, Aleksandra Korolova, John S. Heidemann:
Auditing for Discrimination in Algorithms Delivering Job Ads. WWW 2021: 3767-3778 - [i17]Basileal Imana, Aleksandra Korolova, John S. Heidemann:
Auditing for Discrimination in Algorithms Delivering Job Ads. CoRR abs/2104.04502 (2021) - [i16]Zeyu Shen, Lodewijk Gelauff, Ashish Goel, Aleksandra Korolova, Kamesh Munagala:
Robust Allocations with Diversity Constraints. CoRR abs/2109.15015 (2021) - 2020
- [j8]Brendan Avent, Yatharth Dubey, Aleksandra Korolova:
The Power of the Hybrid Model for Mean Estimation. Proc. Priv. Enhancing Technol. 2020(4): 48-68 (2020) - [c13]Amos Beimel, Aleksandra Korolova, Kobbi Nissim, Or Sheffet, Uri Stemmer:
The Power of Synergy in Differential Privacy: Combining a Small Curator with Local Randomizers. ITC 2020: 14:1-14:25 - [i15]Guillermo Baltra, Basileal Imana, Wuxuan Jiang, Aleksandra Korolova:
On the Data Fight Between Cities and Mobility Providers. CoRR abs/2004.09072 (2020) - 2019
- [j7]Brendan Avent, Aleksandra Korolova, David Zeber, Torgeir Hovden, Benjamin Livshits:
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model. J. Priv. Confidentiality 9(2) (2019) - [i11]Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao:
Advances and Open Problems in Federated Learning. CoRR abs/1912.04977 (2019) - [i10]Amos Beimel, Aleksandra Korolova, Kobbi Nissim, Or Sheffet, Uri Stemmer:
The power of synergy in differential privacy: Combining a small curator with local randomizers. CoRR abs/1912.08951 (2019) - 2018
- [i8]Vasyl Pihur, Aleksandra Korolova, Frederick Liu, Subhash Sankuratripati, Moti Yung, Dachuan Huang, Ruogu Zeng:
Differentially-Private "Draw and Discard" Machine Learning. CoRR abs/1807.04369 (2018) - [i7]Yatharth Dubey, Aleksandra Korolova:
The Power of The Hybrid Model for Mean Estimation. CoRR abs/1811.12040 (2018) - 2017
- [c8]Brendan Avent, Aleksandra Korolova, David Zeber, Torgeir Hovden, Benjamin Livshits:
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model. USENIX Security Symposium 2017: 747-764 - [i6]Brendan Avent, Aleksandra Korolova, David Zeber, Torgeir Hovden, Benjamin Livshits:
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model. CoRR abs/1705.00831 (2017) - [i5]Jun Tang, Aleksandra Korolova, Xiaolong Bai, Xueqiang Wang, XiaoFeng Wang:
Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12. CoRR abs/1709.02753 (2017) - 2015
- [j5]Sai Teja Peddinti, Aleksandra Korolova, Elie Bursztein, Geetanjali Sampemane:
Understanding Sensitivity by Analyzing Anonymity [Guest editor's introduction]. IEEE Secur. Priv. 13(2): 14-21 (2015) - 2014
- [c7]Úlfar Erlingsson, Vasyl Pihur, Aleksandra Korolova:
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response. CCS 2014: 1054-1067 - [c6]Sai Teja Peddinti, Aleksandra Korolova, Elie Bursztein, Geetanjali Sampemane:
Cloak and Swagger: Understanding Data Sensitivity through the Lens of User Anonymity. IEEE Symposium on Security and Privacy 2014: 493-508 - [i4]Úlfar Erlingsson, Aleksandra Korolova, Vasyl Pihur:
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response. CoRR abs/1407.6981 (2014) - 2013
- [j4]Krishnaram Kenthapadi, Aleksandra Korolova, Ilya Mironov, Nina Mishra:
Privacy via the Johnson-Lindenstrauss Transform. J. Priv. Confidentiality 5(1) (2013) - 2012
- [i3]Krishnaram Kenthapadi, Aleksandra Korolova, Ilya Mironov, Nina Mishra:
Privacy via the Johnson-Lindenstrauss Transform. CoRR abs/1204.2606 (2012) - 2011
- [j2]Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma:
Personalized Social Recommendations - Accurate or Private? Proc. VLDB Endow. 4(7): 440-450 (2011) - [i2]Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma:
Personalized Social Recommendations - Accurate or Private? CoRR abs/1105.4254 (2011) - 2010
- [i1]Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma:
On the (Im)possibility of Preserving Utility and Privacy in Personalized Social Recommendations. CoRR abs/1004.5600 (2010) - 2009
- [c4]Aleksandra Korolova, Krishnaram Kenthapadi, Nina Mishra, Alexandros Ntoulas:
Releasing search queries and clicks privately. WWW 2009: 171-180 - 2008
- [c3]Aleksandra Korolova, Rajeev Motwani, Shubha U. Nabar, Ying Xu:
Link privacy in social networks. CIKM 2008: 289-298 - [c2]Aleksandra Korolova, Rajeev Motwani, Shubha U. Nabar, Ying Xu:
Link Privacy in Social Networks. ICDE 2008: 1355-1357 - 2005
- [c1]Aleksandra Korolova, Ayman Farahat, Philippe Golle:
Enhancing the privacy of web-based communication. WWW (Special interest tracks and posters) 2005: 1096-1097
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