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Argyris Mouzakis
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Year
A private and computationally-efficient estimator for unbounded gaussians
G Kamath, A Mouzakis, V Singhal, T Steinke, J Ullman
Conference on Learning Theory, 544-572, 2022
522022
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma
G Kamath, A Mouzakis, V Singhal
arXiv preprint arXiv:2205.08532, 2022
422022
A bias-variance-privacy trilemma for statistical estimation
G Kamath, A Mouzakis, M Regehr, V Singhal, T Steinke, J Ullman
arXiv preprint arXiv:2301.13334, 2023
142023
Private Mean Estimation with Person-Level Differential Privacy
S Agarwal, G Kamath, M Majid, A Mouzakis, R Silver, J Ullman
arXiv preprint arXiv:2405.20405, 2024
22024
Not all learnable distribution classes are privately learnable
M Bun, G Kamath, A Mouzakis, V Singhal
International Conference on Algorithmic Learning Theory, 390-401, 2024
22024
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Articles 1–5