Search Results for author: Junwen Yao

Found 2 papers, 2 papers with code

Error Estimation for Random Fourier Features

1 code implementation22 Feb 2023 Junwen Yao, N. Benjamin Erichson, Miles E. Lopes

Three key advantages of this approach are: (1) The error estimates are specific to the problem at hand, avoiding the pessimism of worst-case bounds.

Deep Learning for Functional Data Analysis with Adaptive Basis Layers

2 code implementations19 Jun 2021 Junwen Yao, Jonas Mueller, Jane-Ling Wang

Despite their widespread success, the application of deep neural networks to functional data remains scarce today.

Dimensionality Reduction

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