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2401.02890
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Nonlinear functional regression by functional deep neural network with kernel embedding
5 January 2024
Zhongjie Shi
Jun Fan
Linhao Song
Ding-Xuan Zhou
Johan A. K. Suykens
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Papers citing
"Nonlinear functional regression by functional deep neural network with kernel embedding"
6 / 6 papers shown
Title
Highly Adaptive Ridge
Alejandro Schuler
Alexander Hagemeister
Mark van der Laan
28
0
0
03 Oct 2024
Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss
Yahong Yang
Juncai He
AI4CE
32
7
0
31 Jan 2024
On Learning the Optimal Regularization Parameter in Inverse Problems
Jonathan Chirinos-Rodriguez
E. De Vito
C. Molinari
Lorenzo Rosasco
S. Villa
17
3
0
27 Nov 2023
On regularized polynomial functional regression
Markus Holzleitner
S. Pereverzyev
19
6
0
06 Nov 2023
Fourier Neural Operator for Parametric Partial Differential Equations
Zong-Yi Li
Nikola B. Kovachki
Kamyar Azizzadenesheli
Burigede Liu
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
208
2,287
0
18 Oct 2020
Benefits of depth in neural networks
Matus Telgarsky
142
602
0
14 Feb 2016
1