Browsing by Author Batselier, K

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TitleAuthor(s)Issue Date
 
2017
 
Kernelized Support Tensor Train Machines
Journal:Pattern Recognition
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
2016
 
2013
 
2018
 
Matrix product operator restricted Boltzmann machines
Proceeding/Conference:International Joint Conference on Neural Networks (IJCNN)
2019
 
MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA
Journal:Communications on Applied Mathematics and Computation
2020
 
Parallelized Tensor Train Learning of Polynomial Classifiers
Journal:IEEE Transactions on Neural Networks and Learning Systems
2018
 
Sparse Tensor Network System Identification for Nonlinear Circuit Macromodeling
Proceeding/Conference:International Conference on Solid-State and Integrated Circuit Technology Proceedings
2018
 
STAVES: speedy tensor-aided Volterra-based electronic simulator
Proceeding/Conference:IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2015
2015
 
STORM: a nonlinear model order reduction method via symmetric tensor decomposition
Proceeding/Conference:Asia and South Pacific Design Automation Conference Proceedings
2016
 
Symmetric Tensor Decomposition by an Iterative Eigendecomposition Algorithm
Journal:Journal of Computational and Applied Mathematics
2016
 
Tensor Computation: A New Framework for High-Dimensional Problems in EDA
Journal:IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2017
Tensor Network Algorithms for Image Classification
Book:Tensors for Data Processing: Theory, Methods, and Applications
2022
 
2017
 
2018
 
Tensor-network-based predistorter design for multiple-input multiple-output nonlinear systems
Proceeding/Conference:IEEE International Conference on ASIC Proceedings
2017