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06/08/2023
Differential Privacy for Class-based Data: A Practical Gaussian Mechanism
In this paper, we present a notion of differential privacy (DP) for data...
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11/23/2021
Optimum Noise Mechanism for Differentially Private Queries in Discrete Finite Sets
In this paper, we provide an optimal additive noise mechanism for databa...
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11/15/2021
Colored Noise Mechanism for Differentially Private Clustering
The goal of this paper is to propose and analyze a differentially privat...
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03/08/2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
The primary aim of single-image super-resolution is to construct a high-...
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05/09/2018