| 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 | 58 | 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 | 56 | 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 | 32 | 2022 |
| 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 |
| A support tensor train machine C Chen, K Batselier, CY Ko, N Wong 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 29 | 2019 |
| Kernelized support tensor train machines C Chen, K Batselier, W Yu, N Wong Pattern Recognition 122, 108337, 2022 | 26 | 2022 |
| Tensor network subspace identification of polynomial state space models K Batselier, CY Ko, N Wong Automatica 95, 187-196, 2018 | 24 | 2018 |
| Nonlinear system identification with regularized Tensor Network B-splines R Karagoz, K Batselier Automatica 122, 109300, 2020 | 23 | 2020 |
| 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 |
Ngai Wong (Sam)Associate Professor of Electrical and Electronic Engineering, The University of Hong Kong在 eee.hku.hk 的电子邮件经过验证
