251 citations · 487 across the 35 of their papers we have counts for
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math.ST2017★ 7 cited
Formal Privacy for Functional Data with Gaussian Perturbations
Ardalan Mirshani, Matthew Reimherr, Aleksandra Slavkovic
Motivated by the rapid rise in statistical tools in Functional Data Analysis, we consider the Gaussian mechanism for achieving differential privacy with parameter estimates taking…
math.ST2017
Optimal Prediction for Additive Function-on-Function Regression
Matthew Reimherr, Bharath Sriperumbudur, Bahaeddine Taoufik
As with classic statistics, functional regression models are invaluable in the analysis of functional data. While there are now extensive tools with accompanying theory available f…