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Matthew Reimherr

Smoothness Adaptive Hypothesis Transfer Learning

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Feb 22, 2024
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Differentially Private Functional Summaries via the Independent Component Laplace Process

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Aug 31, 2023
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FAStEN: an efficient adaptive method for feature selection and estimation in high-dimensional functional regressions

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Mar 26, 2023
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Shape And Structure Preserving Differential Privacy

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Sep 21, 2022
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On Transfer Learning in Functional Linear Regression

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Jun 09, 2022
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Differential Privacy Over Riemannian Manifolds

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Nov 03, 2021
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Modern Non-Linear Function-on-Function Regression

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Jul 29, 2021
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Non-linear Functional Modeling using Neural Networks

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Apr 19, 2021
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Modern Multiple Imputation with Functional Data

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Nov 25, 2020
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An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net

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Jun 06, 2020
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