conftrace_

exponential mechanism

36 papers

Explore in graph

Co-occurring keywords · papers mentioning both

differential privacy (35) top-k selection (5) high-dimensional data (3) gaussian mechanism (3) statistical estimation (3) metropolis-hastings algorithm (2) lower bound (2) privacy budget (2) privacy guarantee (2) private algorithm (2)

Papers

Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT AISTATS 2021 Optimal Approximation - Smoothness Tradeoffs for Soft-Max Functions NeurIPS 2020 Optimal Differential Privacy Composition for Exponential Mechanisms ICML 2020 Permute-and-Flip: A new mechanism for differentially private selection NeurIPS 2020 Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA ICML 2019 KNG: The K-Norm Gradient Mechanism NeurIPS 2019 Practical Differentially Private Top-k Selection with Pay-what-you-get Composition NeurIPS 2019 The Price of Selection in Differential Privacy COLT 2017 Differential Privacy without Sensitivity NeurIPS 2016 Dual Query: Practical Private Query Release for High Dimensional Data ICML 2014 A Simple and Practical Algorithm for Differentially Private Data Release NeurIPS 2012