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Kim Batselier
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Tensor Network alternating linear scheme for MIMO Volterra system identification
K Batselier, Z Chen, N Wong
Automatica 84, 26-35, 2017
602017
Back to the roots: Polynomial system solving, linear algebra, systems theory
P Dreesen, K Batselier, B De Moor
IFAC Proceedings Volumes 45 (16), 1203-1208, 2012
552012
Parallelized tensor train learning of polynomial classifiers
Z Chen, K Batselier, JAK Suykens, N Wong
IEEE transactions on neural networks and learning systems 29 (10), 4621-4632, 2017
532017
Fast and accurate tensor completion with total variation regularized tensor trains
CY Ko, K Batselier, L Daniel, W Yu, N Wong
IEEE Transactions on Image Processing 29, 6918-6931, 2020
522020
Tensor computation: A new framework for high-dimensional problems in EDA
Z Zhang, K Batselier, H Liu, L Daniel, N Wong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2016
472016
A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification
K Batselier, Z Chen, N Wong
Automatica 84, 17-25, 2017
462017
Computing low-rank approximations of large-scale matrices with the tensor network randomized SVD
K Batselier, W Yu, L Daniel, N Wong
SIAM Journal on Matrix Analysis and Applications 39 (3), 1221-1244, 2018
382018
A constructive arbitrary‐degree Kronecker product decomposition of tensors
K Batselier, N Wong
Numerical Linear Algebra with Applications 24 (5), e2097, 2017
372017
A constructive algorithm for decomposing a tensor into a finite sum of orthonormal rank-1 terms
K Batselier, H Liu, N Wong
SIAM Journal on Matrix Analysis and Applications 36 (3), 1315-1337, 2015
302015
Faster tensor train decomposition for sparse data
L Li, W Yu, K Batselier
Journal of Computational and Applied Mathematics 405, 113972, 2022
282022
A support tensor train machine
C Chen, K Batselier, CY Ko, N Wong
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
252019
Kernelized support tensor train machines
C Chen, K Batselier, W Yu, N Wong
Pattern Recognition 122, 108337, 2022
222022
Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification
K Batselier, N Wong
Automatica 95, 413-418, 2018
222018
Nonlinear system identification with regularized Tensor Network B-splines
R Karagoz, K Batselier
Automatica 122, 109300, 2020
212020
Tensor network subspace identification of polynomial state space models
K Batselier, CY Ko, N Wong
Automatica 95, 187-196, 2018
212018
The geometry of multivariate polynomial division and elimination
K Batselier, P Dreesen, BD Moor
SIAM Journal on Matrix Analysis and Applications 34 (1), 102-125, 2013
202013
On the null spaces of the Macaulay matrix
K Batselier, P Dreesen, B De Moor
Linear Algebra and its Applications 460, 259-289, 2014
192014
Multidimensional realisation theory and polynomial system solving
P Dreesen, K Batselier, B De Moor
International Journal of Control 91 (12), 2692-2704, 2018
182018
A numerical linear algebra framework for solving problems with multivariate polynomials
K Batselier
KU Leuven, 2013
182013
Symmetric tensor decomposition by an iterative eigendecomposition algorithm
K Batselier, N Wong
Journal of Computational and Applied Mathematics 308, 69-82, 2016
172016
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