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06/04/2023
The Functional Graphical Lasso
We consider the problem of recovering conditional independence relations...
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03/18/2021
Inference and Computation for Sparsely Sampled Random Surfaces
Non-parametric inference for functional data over two-dimensional domain...
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07/23/2020
Principal Separable Component Analysis via the Partial Inner Product
The non-parametric estimation of covariance lies at the heart of functio...
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12/30/2019