Privately Answering Classification Queries in the Agnostic PAC Model

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Privately Answering Classification Queries in the Agnostic PAC Model

31 July 2019

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Papers citing "Privately Answering Classification Queries in the Agnostic PAC Model"

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Title
Private Distribution Learning with Public Data: The View from Sample Compression Shai Ben-David Alex Bie C. Canonne Gautam Kamath Vikrant Singhal 86 13 0 11 Aug 2023
Differentially Private Domain Adaptation with Theoretical Guarantees Raef Bassily Corinna Cortes Anqi Mao M. Mohri 60 0 0 15 Jun 2023
Unbounded Differentially Private Quantile and Maximum Estimation D. Durfee 82 7 0 02 May 2023
Public Data-Assisted Mirror Descent for Private Model Training Ehsan Amid Arun Ganesh Rajiv Mathews Swaroop Indra Ramaswamy Shuang Song Thomas Steinke Vinith Suriyakumar Om Thakkar Abhradeep Thakurta 89 51 0 01 Dec 2021
Differentially Private Fine-tuning of Language Models Da Yu Saurabh Naik A. Backurs Sivakanth Gopi Huseyin A. Inan ... Y. Lee Andre Manoel Lukas Wutschitz Sergey Yekhanin Huishuai Zhang 260 372 0 13 Oct 2021
Leveraging Public Data for Practical Private Query Release Terrance Liu G. Vietri Thomas Steinke Jonathan R. Ullman Zhiwei Steven Wu 198 60 0 17 Feb 2021
The Sparse Vector Technique, Revisited Haim Kaplan Yishay Mansour Uri Stemmer 80 18 0 02 Oct 2020
Learning from Mixtures of Private and Public Populations Raef Bassily Shay Moran Anupama Nandi FedML 50 25 0 01 Aug 2020
The Trade-Offs of Private Prediction Laurens van der Maaten Awni Y. Hannun 103 24 0 09 Jul 2020
Private Query Release Assisted by Public Data Raef Bassily Albert Cheu Shay Moran Aleksandar Nikolov Jonathan R. Ullman Zhiwei Steven Wu 132 49 0 23 Apr 2020
An Equivalence Between Private Classification and Online Prediction Mark Bun Roi Livni Shay Moran 89 76 0 01 Mar 2020
PAC learning with stable and private predictions Y. Dagan Vitaly Feldman 67 13 0 24 Nov 2019