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Nonlinear system identification with regularized Tensor Network
  B-splines

Nonlinear system identification with regularized Tensor Network B-splines

17 March 2020
Ridvan Karagoz
Kim Batselier
ArXiv (abs)PDFHTML

Papers citing "Nonlinear system identification with regularized Tensor Network B-splines"

8 / 8 papers shown
Tensor network square root Kalman filter for online Gaussian process
  regression
Tensor network square root Kalman filter for online Gaussian process regression
Clara Menzen
Manon Kok
Kim Batselier
181
0
0
05 Sep 2024
Quantized Fourier and Polynomial Features for more Expressive Tensor
  Network Models
Quantized Fourier and Polynomial Features for more Expressive Tensor Network ModelsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Frederiek Wesel
Kim Batselier
393
4
0
11 Sep 2023
Complex-valued Adaptive System Identification via Low-Rank Tensor
  Decomposition
Complex-valued Adaptive System Identification via Low-Rank Tensor DecompositionIEEE Access (IEEE Access), 2023
Oliver Ploder
Christina Auer
O. Lang
T. Paireder
M. Huemer
182
3
0
28 Jun 2023
Enhanced Nonlinear System Identification by Interpolating Low-Rank
  Tensors
Enhanced Nonlinear System Identification by Interpolating Low-Rank Tensors
Christina Auer
T. Paireder
Oliver Ploder
O. Lang
M. Huemer
188
0
0
15 Feb 2023
Position: Tensor Networks are a Valuable Asset for Green AI
Position: Tensor Networks are a Valuable Asset for Green AIInternational Conference on Machine Learning (ICML), 2022
Eva Memmel
Clara Menzen
Jetze T. Schuurmans
Frederiek Wesel
Kim Batselier
350
9
0
25 May 2022
ExSpliNet: An interpretable and expressive spline-based neural network
ExSpliNet: An interpretable and expressive spline-based neural networkNeural Networks (NN), 2022
Daniele Fakhoury
Emanuele Fakhoury
H. Speleers
192
59
0
03 May 2022
Continuous-time identification of dynamic state-space models by deep
  subspace encoding
Continuous-time identification of dynamic state-space models by deep subspace encodingInternational Conference on Learning Representations (ICLR), 2022
G. Beintema
Maarten Schoukens
R. Tóth
182
16
0
20 Apr 2022
Sparse Bayesian Deep Learning for Dynamic System Identification
Sparse Bayesian Deep Learning for Dynamic System Identification
Hongpeng Zhou
Chahine Ibrahim
W. Zheng
Wei Pan
BDL
241
35
0
27 Jul 2021
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