24 citations · 49 across the 9 of their papers we have counts for
3 papers · 1 filter
Differential Privacy Over Riemannian Manifolds
Matthew Reimherr, Karthik Bharath, Carlos Soto
In this work we consider the problem of releasing a differentially private statistical summary that resides on a Riemannian manifold. We present an extension of the Laplace or K-no…
Optimal Function-on-Scalar Regression over Complex Domains
Matthew Reimherr, Bharath Sriperumbudur, Hyun Bin Kang
In this work we consider the problem of estimating function-on-scalar regression models when the functions are observed over multi-dimensional or manifold domains and with potentia…
Testing Separability of Functional Time Series
Panayiotis Constantinou, Piotr Kokoszka, Matthew Reimherr
We derive and study a significance test for determining if a panel of functional time series is separable. In the context of this paper, separability means that the covariance stru…