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Browsing by Author Batselier, K
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Showing results 11 to 30 of 32
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Title
Author(s)
Issue Date
Computing low-rank approximations of large-scale matrices with the Tensor Network randomized SVD
Journal:
SIAM Journal on Matrix Analysis and Applications
Batselier, K
Yu, W
Daniel, L
Wong, N
2018
Computing the state difference equations for discrete overdetermined linear mD systems
Journal:
Automatica
Batselier, K
Wong, N
2016
Deep Model Compression and Inference Speedup of Sum-Product Networks on Tensor Trains
Journal:
IEEE Transactions on Neural Networks and Learning Systems
KO, CY
CHEN, C
He, Z
Zhang, Y
Batselier, K
Wong, N
2020
Extended Kalman Filtering with Low-Rank Tensor Networks for MIMO Volterra System Identification
Proceeding/Conference:
IEEE Conference on Decision and Control Proceedings
Batselier, K
Ko, CY
Wong, N
2019
Fast and Accurate Tensor Completion With Total Variation Regularized Tensor Trains
Journal:
IEEE Transactions on Image Processing
KO, CY
Batselier, K
Daniel, L
Yu, W
Wong, N
2020
Inverse multivariate polynomial root-finding: Numerical implementations of the affine and projective Buchberger–Möller algorithm
Journal:
Journal of Computational and Applied Mathematics
Batselier, K
Wong, N
2017
Kernelized Support Tensor Train Machines
Journal:
Pattern Recognition
Chen, C
Batselier, K
Yu, W
Wong, N
2022
Lifting the curse of dimensionality with tensor methods: an introduction
Proceeding/Conference:
A seimar, Department of Computer Science and Engineering. The Chinese University of Hong Kong
Batselier, K
2016
Limit cycle identification in nonlinear polynomial systems
Journal:
Applied Mathematics
ZHANG, S
LIU, H
Batselier, K
Wong, N
2013
Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification
Journal:
Automatica
Batselier, K
Wong, N
2018
Matrix product operator restricted Boltzmann machines
Proceeding/Conference:
International Joint Conference on Neural Networks (IJCNN)
Chen, C
Batselier, K
Ko, CY
Wong, N
2019
MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA
Journal:
Communications on Applied Mathematics and Computation
Batselier, K
Cichocki, A
Wong, N
2020
Parallelized Tensor Train Learning of Polynomial Classifiers
Journal:
IEEE Transactions on Neural Networks and Learning Systems
Chen, Z
Batselier, K
Suykens, JAK
Wong, N
2018
Sparse Tensor Network System Identification for Nonlinear Circuit Macromodeling
Proceeding/Conference:
International Conference on Solid-State and Integrated Circuit Technology Proceedings
Zhang, Y
Ko, CY
Chen, C
Batselier, K
Wong, N
2018
STAVES: speedy tensor-aided Volterra-based electronic simulator
Proceeding/Conference:
IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2015
Liu, H
Xiong, X
Batselier, K
Jiang, L
Daniel, L
Wong, N
2015
STORM: a nonlinear model order reduction method via symmetric tensor decomposition
Proceeding/Conference:
Asia and South Pacific Design Automation Conference Proceedings
Deng, J
Liu, H
Batselier, K
Kwok, YK
Wong, N
2016
Symmetric Tensor Decomposition by an Iterative Eigendecomposition Algorithm
Journal:
Journal of Computational and Applied Mathematics
Batselier, K
Wong, N
2016
Tensor Computation: A New Framework for High-Dimensional Problems in EDA
Journal:
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Zhang, Z
Batselier, K
Liu, H
Daniel, L
Wong, N
2017
Tensor Network Algorithms for Image Classification
Book:
Tensors for Data Processing: Theory, Methods, and Applications
CHEN, C
Batselier, K
Wong, N
2022
Tensor Network alternating linear scheme for MIMO Volterra system identification
Journal:
Automatica
Batselier, K
Chen, Z
Wong, N
2017