Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
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Updated
Oct 26, 2024 - Python
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
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Laplace distribution quantile function.
Laplace distribution variance.
Create an iterator which introduces additive white Laplacian noise.
Laplace distribution logarithm of cumulative distribution function (CDF).
Laplace distribution standard deviation.
Laplace (double exponential) distributed pseudorandom numbers.
Laplace distribution constructor.
Laplace distribution logarithm of probability density function (PDF).
Create an iterator for generating pseudorandom numbers drawn from a Laplace distribution.
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