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08/15/2023
A Floating-Point Secure Implementation of the Report Noisy Max with Gap Mechanism
The Noisy Max mechanism and its variations are fundamental private selec...
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05/14/2023
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions
Noisy marginals are a common form of confidentiality-protecting data rel...
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11/30/2022
Answering Private Linear Queries Adaptively using the Common Mechanism
When analyzing confidential data through a privacy filter, a data scient...
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09/15/2021
DPGen: Automated Program Synthesis for Differential Privacy
Differential privacy has become a de facto standard for releasing data i...
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05/15/2021
The Permute-and-Flip Mechanism is Identical to Report-Noisy-Max with Exponential Noise
The permute-and-flip mechanism is a recently proposed differentially pri...
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12/02/2020
Free Gap Estimates from the Exponential Mechanism, Sparse Vector, Noisy Max and Related Algorithms
Private selection algorithms, such as the Exponential Mechanism, Noisy M...
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11/30/2020
Optimizing Fitness-For-Use of Differentially Private Linear Queries
In practice, differentially private data releases are designed to suppor...
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07/01/2019