Kim Batselier

Fast and Accurate Tensor Completion With Total Variation Regularized Tensor Trains

Ching-Yun Ko, Kim Batselier, Luca Daniel et al. · IEEE Transactions on Image Processing · 2020 · 62 citations

Machine Vision, Machine Learning, Image Analysis +15

Tensor Network alternating linear scheme for MIMO Volterra system identification

Kim Batselier, Zhongming Chen, Ngai Wong · Automatica · 2017 · 59 citations

Mimo System, Tensor Network, Engineering +4

Tensor Computation: A New Framework for High-Dimensional Problems in EDA

Zheng Zhang, Kim Batselier, Haotian Liu et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2016 · 45 citations · Full text

Parallelized Tensor Train Learning of Polynomial Classifiers

Zhongming Chen, Kim Batselier, Johan A. K. Suykens et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 43 citations · Full text

Engineering, Machine Learning, Polynomial Classifiers +17

A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification

Kim Batselier, Zhongming Chen, Ngai Wong · Automatica · 2017 · 42 citations

State Estimation, Nonlinear System Identification, Parameter Identification +4