Private Statistical Estimation via Truncation

18 May 2025

Papers citing "Private Statistical Estimation via Truncation"

16 / 16 papers shown

Title
Efficient Statistics With Unknown Truncation, Polynomial Time Algorithms, Beyond Gaussians Jane H. Lee Anay Mehrotra Manolis Zampetakis 56 2 0 02 Oct 2024
Lower Bounds for Private Estimation of Gaussian Covariance Matrices under All Reasonable Parameter Regimes V. S. Portella Nick Harvey 78 5 0 26 Apr 2024
Better and Simpler Lower Bounds for Differentially Private Statistical Estimation Shyam Narayanan FedML 50 11 0 10 Oct 2023
Robustness Implies Privacy in Statistical Estimation Samuel B. Hopkins Gautam Kamath Mahbod Majid Shyam Narayanan 68 52 0 09 Dec 2022
Instance-Optimal Differentially Private Estimation Audra McMillan Adam D. Smith Jonathan R. Ullman 50 6 0 28 Oct 2022
Efficient Truncated Linear Regression with Unknown Noise Variance C. Daskalakis Patroklos Stefanou Rui-Min Yao Emmanouil Zampetakis 21 11 0 25 Aug 2022
Efficient Mean Estimation with Pure Differential Privacy via a Sum-of-Squares Exponential Mechanism Samuel B. Hopkins Gautam Kamath Mahbod Majid FedML 61 61 0 25 Nov 2021
A Computationally Efficient Method for Learning Exponential Family Distributions Abhin Shah Devavrat Shah G. Wornell 58 10 0 28 Oct 2021
Computationally and Statistically Efficient Truncated Regression C. Daskalakis Themis Gouleakis Christos Tzamos Manolis Zampetakis 39 32 0 22 Oct 2020
CoinPress: Practical Private Mean and Covariance Estimation Sourav Biswas Yihe Dong Gautam Kamath Jonathan R. Ullman 60 116 0 11 Jun 2020
Efficient Statistics, in High Dimensions, from Truncated Samples C. Daskalakis Themis Gouleakis Christos Tzamos Manolis Zampetakis 67 50 0 11 Sep 2018
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 207 6,130 0 01 Jul 2016
Locating a Small Cluster Privately Kobbi Nissim Uri Stemmer Salil P. Vadhan 39 54 0 19 Apr 2016
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing Marco Gaboardi H. Lim Ryan M. Rogers Salil P. Vadhan 61 140 0 07 Feb 2016
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 96 1,992 0 25 Jul 2014
Differentially Private Empirical Risk Minimization Kamalika Chaudhuri C. Monteleoni Anand D. Sarwate 134 1,487 0 01 Dec 2009