Kim Batselier

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Ngai Wong (Sam)Associate Professor of Electrical and Electronic Engineering, The University of Hong KongVerified email at eee.hku.hk
Philippe DreesenMaastricht UniversityVerified email at maastrichtuniversity.nl
De Moor BartKU Leuven ESAT-StadiusVerified email at esat.kuleuven.be
Ching-Yun KoMassachusetts Institute of TechnologyVerified email at mit.edu
Zhongming ChenHangzhou Dianzi UniversityVerified email at hdu.edu.cn
Haotian LIUFacebookVerified email at mit.edu
Wenjian YuDept. Computer Science & Technology, Tsinghua UniversityVerified email at tsinghua.edu.cn
Frederiek WeselDelft University of TechnologyVerified email at tudelft.nl
Johan SuykensProfessor, KU LeuvenVerified email at esat.kuleuven.be
Clara MenzenPhD candidate at TU DelftVerified email at tudelft.nl
Eva MemmelDelft University of TechnologyVerified email at tudelft.nl
Zheng ZhangAssociate Professor of ECE, UCSBVerified email at ece.ucsb.edu
Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
Yuke ZhangUniversity of Southern CaliforniaVerified email at usc.edu
Lingjie LiComputer Science and Technology, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Manon KokAssociate Professor at the Delft Center for Systems and ControlVerified email at tudelft.nl
Jetze SchuurmansTU DelftVerified email at tudelft.nl
Borbála HunyadiTU DelftVerified email at tudelft.nl
Joos VandewalleProfessor at Electrical Engineering Dept (ESAT-Stadius) KULeuvenVerified email at esat.kuleuven.be
Ricky Yu-Kwong KwokHong Kong Metropolitan UniversityVerified email at hkmu.edu.hk

Kim Batselier

Delft University of Technology

Verified email at tudelft.nl - Homepage

Green AI System identification Tensors nonlinear systems Machine learning


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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	64	2017
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	59	2017
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	57	2020
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	56	2012
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	49	2017
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	48	2016
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	42	2018
A constructive arbitrary‐degree Kronecker product decomposition of tensors K Batselier, N Wong Numerical Linear Algebra with Applications 24 (5), e2097, 2017	38	2017
Faster tensor train decomposition for sparse data L Li, W Yu, K Batselier Journal of Computational and Applied Mathematics 405, 113972, 2022	33	2022
A support tensor train machine C Chen, K Batselier, CY Ko, N Wong 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019	30	2019
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	30	2015
Kernelized support tensor train machines C Chen, K Batselier, W Yu, N Wong Pattern Recognition 122, 108337, 2022	26	2022
Nonlinear system identification with regularized Tensor Network B-splines R Karagoz, K Batselier Automatica 122, 109300, 2020	24	2020
Tensor network subspace identification of polynomial state space models K Batselier, CY Ko, N Wong Automatica 95, 187-196, 2018	24	2018
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	23	2018
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	20	2013
On the null spaces of the Macaulay matrix K Batselier, P Dreesen, B De Moor Linear Algebra and its Applications 460, 259-289, 2014	19	2014
A numerical linear algebra framework for solving problems with multivariate polynomials K Batselier KU Leuven, 2013	19	2013
Multidimensional realisation theory and polynomial system solving P Dreesen, K Batselier, B De Moor International Journal of Control 91 (12), 2692-2704, 2018	18	2018
Symmetric tensor decomposition by an iterative eigendecomposition algorithm K Batselier, N Wong Journal of Computational and Applied Mathematics 308, 69-82, 2016	17	2016

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