Ankit Siva
Ankit Siva
SDE at Amazon
Verified email at - Homepage
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Differentially private mixed-type data generation for unsupervised learning
U Tantipongpipat, C Waites, D Boob, A Siva, R Cummings
Differentially private query release through adaptive projection
S Aydore, W Brown, M Kearns, K Kenthapadi, L Melis, A Roth, A Siva
arXiv preprint arXiv:2103.06641, 2021
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, ...
arXiv preprint arXiv:2109.03285, 2021
Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised Learning
U Tantipongpipat, C Waites, D Boob, AA Siva, R Cummings
arXiv preprint arXiv:1912.03250, 2019
CHORUS is Porous: Attacking Implementations of Differential Privacy
AA Siva
Georgia Institute of Technology, 2020
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