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Ankit Siva
Ankit Siva
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Differentially private query release through adaptive projection
S Aydore, W Brown, M Kearns, K Kenthapadi, L Melis, A Roth, AA Siva
International Conference on Machine Learning, 457-467, 2021
722021
Differentially private synthetic mixed-type data generation for unsupervised learning
UT Tantipongpipat, C Waites, D Boob, AA Siva, R Cummings
2021 12th International Conference on Information, Intelligence, Systems …, 2021
462021
Amazon sagemaker clarify: Machine learning bias detection and explainability in the cloud
M Hardt, X Chen, X Cheng, M Donini, J Gelman, S Gollaprolu, J He, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
392021
Private synthetic data for multitask learning and marginal queries
G Vietri, C Archambeau, S Aydore, W Brown, M Kearns, A Roth, A Siva, ...
Advances in Neural Information Processing Systems 35, 18282-18295, 2022
172022
Generating relaxed synthetic data using adaptive projection
S Aydore, W Brown, M Kearns, K Kenthapadi, L Melis, A Roth, AA Siva
US Patent 11,841,863, 2023
2023
Generating relaxed synthetic data using adaptive projection
S Aydore, W Brown, M Kearns, K Kenthapadi, L Melis, A Roth, AA Siva
US Patent 11,487,765, 2022
2022
CHORUS is Porous: Attacking Implementations of Differential Privacy
AA Siva
Georgia Institute of Technology, 2020
2020
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