Universal Private Estimators

Author:

Dong Wei1ORCID,Yi Ke1ORCID

Affiliation:

1. Hong Kong University of Science and Technology, Hong Kong, China

Funder

HKRGC

Publisher

ACM

Reference62 articles.

1. Ishaq Aden-Ali Hassan Ashtiani and Gautam Kamath. 2021. On the sample complexity of privately learning unbounded high-dimensional gaussians. In Algorithmic Learning Theory. PMLR 185--216. Ishaq Aden-Ali Hassan Ashtiani and Gautam Kamath. 2021. On the sample complexity of privately learning unbounded high-dimensional gaussians. In Algorithmic Learning Theory. PMLR 185--216.

2. Kareem Amin , Travis Dick , Alex Kulesza , Andrés Munoz Medina, and Sergei Vassilvitskii . 2019 a. Differentially Private Covariance Estimation.. In NeurIPS. 14190--14199. Kareem Amin, Travis Dick, Alex Kulesza, Andrés Munoz Medina, and Sergei Vassilvitskii. 2019a. Differentially Private Covariance Estimation.. In NeurIPS. 14190--14199.

3. Kareem Amin , Alex Kulesza , Andres Munoz , and Sergei Vassilvtiskii . 2019 b. Bounding user contributions: A bias-variance trade-off in differential privacy . In International Conference on Machine Learning. PMLR, 263--271 . Kareem Amin, Alex Kulesza, Andres Munoz, and Sergei Vassilvtiskii. 2019b. Bounding user contributions: A bias-variance trade-off in differential privacy. In International Conference on Machine Learning. PMLR, 263--271.

4. Differentially private learning with adaptive clipping;Andrew Galen;Advances in Neural Information Processing Systems,2021

5. Myrto Arapinis Diego Figueira and Marco Gaboardi. 2016. Sensitivity of Counting Queries. In International Colloquium on Automata Languages and Programming (ICALP). Myrto Arapinis Diego Figueira and Marco Gaboardi. 2016. Sensitivity of Counting Queries. In International Colloquium on Automata Languages and Programming (ICALP).

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Continual Observation of Joins under Differential Privacy;Proceedings of the ACM on Management of Data;2024-05-29

2. Confidence Intervals for Private Query Processing;Proceedings of the VLDB Endowment;2023-11

3. Query Evaluation under Differential Privacy;ACM SIGMOD Record;2023-10-30

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