Differentially Private Regression with Unbounded Covariates

Differentially Private Regression with Unbounded Covariates

International Conference on Artificial Intelligence and Statistics (AISTATS), 2022

19 February 2022

Alkis Kalavasis

Eleni Psaroudaki

Stratis Ioannidis

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Papers citing "Differentially Private Regression with Unbounded Covariates"

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Title
Differentially Private Linear Regression and Synthetic Data Generation with Statistical Guarantees Shurong Lin Aleksandra Slavković Deekshith Reddy Bhoomireddy SyDa 81 0 0 19 Oct 2025
Enhancing Differentially Private Linear Regression via Public Second-Moment Zilong Cao Hai Zhang 59 0 0 25 Aug 2025
Distributed Differentially Private Data Analytics via Secure SketchingIACR Cryptology ePrint Archive (IACR ePrint), 2024 Jakob Burkhardt Hannah Keller Claudio Orlandi Chris Schwiegelshohn FedML 306 1 0 30 Nov 2024
Optimal Learners for Realizable Regression: PAC Learning and Online LearningNeural Information Processing Systems (NeurIPS), 2023 Idan Attias Steve Hanneke Alkis Kalavasis Amin Karbasi Grigoris Velegkas 248 23 0 07 Jul 2023
PRIMO: Private Regression in Multiple Outcomes Seth Neel 209 0 0 07 Mar 2023
Near Optimal Private and Robust Linear Regression Xiyang Liu Prateek Jain Weihao Kong Sewoong Oh A. Suggala 203 10 0 30 Jan 2023
Easy Differentially Private Linear RegressionInternational Conference on Learning Representations (ICLR), 2022 Kareem Amin Matthew Joseph Mónica Ribero Sergei Vassilvitskii FedML 162 20 0 15 Aug 2022
DP-PCA: Statistically Optimal and Differentially Private PCANeural Information Processing Systems (NeurIPS), 2022 Xiyang Liu Weihao Kong Prateek Jain Sewoong Oh 290 30 0 27 May 2022