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Learning functions varying along a central subspace
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Learning functions varying along a central subspace

SIAM Journal on Mathematics of Data Science (SIMODS), 2020
22 January 2020
Hao Liu
Wenjing Liao
ArXiv (abs)PDFHTML

Papers citing "Learning functions varying along a central subspace"

3 / 3 papers shown
Deep Neural Networks are Adaptive to Function Regularity and Data
  Distribution in Approximation and Estimation
Deep Neural Networks are Adaptive to Function Regularity and Data Distribution in Approximation and Estimation
Hao Liu
Jiahui Cheng
Wenjing Liao
207
1
0
08 Jun 2024
Function-Space Optimality of Neural Architectures with Multivariate Nonlinearities
Function-Space Optimality of Neural Architectures with Multivariate NonlinearitiesSIAM Journal on Mathematics of Data Science (SIMODS), 2023
Rahul Parhi
Michael Unser
470
5
0
05 Oct 2023
ReLU Neural Networks with Linear Layers are Biased Towards Single- and Multi-Index Models
ReLU Neural Networks with Linear Layers are Biased Towards Single- and Multi-Index ModelsSIAM Journal on Mathematics of Data Science (SIMODS), 2023
Suzanna Parkinson
Greg Ongie
Rebecca Willett
591
8
0
24 May 2023
1
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