Saturday, March 2, 2019

Normal and Laplace Distributions in Differential Privacy

I heard the phrase “normal approximation to the Laplace distribution” recently and did a double take. The normal distribution does not approximate the Laplace!

Normal and Laplace Distributions

A normal distribution has the familiar bell curve shape. A Laplace distribution, also known as a double exponential distribution, it pointed in the middle, like a pole holding up a circus tent.



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