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Privacy Amplification via Iteration for Shuffled and Online PNSGD
In this paper, we consider the framework of privacy amplification via it...
06/20/2021 ∙ by Matteo Sordello, et al. ∙
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Robust Learning Rate Selection for Stochastic Optimization via Splitting Diagnostic
This paper proposes SplitSGD, a new stochastic optimization algorithm wi...
10/18/2019 ∙ by Matteo Sordello, et al. ∙
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A Test for Differential Ascertainment in Case-Control Studies with Application to Child Maltreatment
We propose a method to test for the presence of differential ascertainme...
05/26/2019 ∙ by Matteo Sordello, et al. ∙
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