Kim Batselier - Publications, H-index & Citations | Canyam

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Kim Batselier

Delft University of Technology

15H-index

110Paper Count

745Citation Count

Published Papers 13

Publication Date

Tensor network square root Kalman filter for online Gaussian process regression

IF5.9

2025-11-11

0

PREAI

Clara Menzen; Manon Kok; Kim Batselier

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ALTERNATING LINEAR SCHEME IN A BAYESIAN FRAMEWORK FOR LOW-RANK TENSOR APPROXIMATION

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2022-05-05

4

OAAI

Menzen, Clara; Kok, Manon; Batselier, Kim

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Kernelized support tensor train machines

PATTERN RECOGNITION

IF7.6

2022-02-01

14

OAAI

Chen, Cong; Batselier, Kim; Yu, Wenjian; Wong, Ngai

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Low-Rank Tensor Decompositions for Nonlinear System Identification: A Tutorial with Examples

IEEE CONTROL SYSTEMS MAGAZINE

IF6.3

2022-02-01

6

OAAI

Batselier, Kim

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Nonlinear system identification with regularized Tensor Network B-splines

IF5.9

2020-12-01

14

OAAI

Karagoz, Ridvan; Batselier, Kim

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Fast and Accurate Tensor Completion With Total Variation Regularized Tensor Trains

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2020-01-01

38

OAAI

Ko, Ching-Yun; Batselier, Kim; Daniel, Luca; Yu, Wenjian; Wong, Ngai

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Deep Model Compression and Inference Speedup of Sum-Product Networks on Tensor Trains

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-01-01

3

OAAI

Ko, Ching-Yun; Chen, Cong; He, Zhuolun; Zhang, Yuke; Batselier, Kim; Wong, Ngai

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Parallelized Tensor Train Learning of Polynomial Classifiers

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-10-01

25

OAAI

Chen, Zhongming; Batselier, Kim; Suykens, Johan A. K.; Wong, Ngai

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Tensor network subspace identification of polynomial state space models

IF5.9

2018-09-01

17

OAAI

Batselier, Kim; Ko, Ching-Yun; Wong, Ngai

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Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification

IF5.9

2018-09-01

17

OAAI

Batselier, Kim; Wong, Ngai

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Tensor Network alternating linear scheme for MIMO Volterra system identification

IF5.9

2017-10-01

43

OAAI

Batselier, Kim; Chen, Zhongming; Wong, Ngai

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

IF5.9

2017-10-01

34

OAAI

Batselier, Kim; Chen, Zhongming; Wong, Ngai

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Computing the state difference equations for discrete overdetermined linear mD systems

IF5.9

2016-02-01

3

PREAI

Batselier, Kim; Wong, Ngai

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