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cs.CR2024
Smooth Sensitivity Revisited: Towards Optimality
Richard Hladík, Jakub Tětek
Smooth sensitivity is one of the most commonly used techniques for designing practical differentially private mechanisms. In this approach, one computes the smooth sensitivity of a…
cs.CR2024
Near-Universally-Optimal Differentially Private Minimum Spanning Trees
Richard Hladík, Jakub Tětek
Devising mechanisms with good beyond-worst-case input-dependent performance has been an important focus of differential privacy, with techniques such as smooth sensitivity, propose…