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Picture for Giuseppe Vietri

Iterative Methods for Private Synthetic Data: Unifying Framework and New Methods


Jun 14, 2021
Terrance Liu, Giuseppe Vietri, Zhiwei Steven Wu


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Leveraging Public Data for Practical Private Query Release


Feb 17, 2021
Terrance Liu, Giuseppe Vietri, Thomas Steinke, Jonathan Ullman, Zhiwei Steven Wu


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EXP4-DFDC: A Non-Stochastic Multi-Armed Bandit for Cache Replacement


Sep 25, 2020
Farzana Beente Yusuf, Camilo Valdes, Vitalii Stebliankin, Giuseppe Vietri, Giri Narasimhan


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Private Reinforcement Learning with PAC and Regret Guarantees


Sep 18, 2020
Giuseppe Vietri, Borja Balle, Akshay Krishnamurthy, Zhiwei Steven Wu


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New Oracle-Efficient Algorithms for Private Synthetic Data Release


Jul 10, 2020
Giuseppe Vietri, Grace Tian, Mark Bun, Thomas Steinke, Zhiwei Steven Wu


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Differentially Private Objective Perturbation: Beyond Smoothness and Convexity


Sep 03, 2019
Seth Neel, Aaron Roth, Giuseppe Vietri, Zhiwei Steven Wu


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