Kim Batselier - RankMe

84 papers A* 4A 7B 5Misc 1Journal 59Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Tensor network square root Kalman filter for online Gaussian process regression. Autom. Clara Menzen, Manon Kok, Kim Batselier
2025	Misc	`conf`	A Divide-and-conquer Approach for Sparse Recovery in High Dimensions. ICASSP Aron Bevelander, Kim Batselier, Nitin Jonathan Myers
2025	J	`jnl`	A Fully Probabilistic Tensor Network for Regularized Volterra System Identification. CoRR Afra Kilic, Kim Batselier
2025	J	`jnl`	Interpretable Bayesian Tensor Network Kernel Machines with Automatic Rank and Feature Selection. CoRR Afra Kilic, Kim Batselier
2025	J	`jnl`	Laplace Approximation For Tensor Train Kernel Machines In System Identification. CoRR Albert Saiapin, Kim Batselier
2025	J	`jnl`	Low-dimensional Subspace Regularization through Structured Tensor Priors. SIAM/ASA J. Uncertain. Quantification Kim Batselier
2025	A	`conf`	Tensor Network Based Feature Learning Model. AISTATS Albert Saiapin, Kim Batselier
2025	J	`jnl`	Tensor Network Based Feature Learning Model. CoRR Albert Saiapin, Kim Batselier
2025	A	`conf`	Tensor Network-Constrained Kernel Machines as Gaussian Processes. AISTATS Frederiek Wesel, Kim Batselier
2024	J	`jnl`	A Kernelizable Primal-Dual Formulation of the Multilinear Singular Value Decomposition. CoRR Frederiek Wesel, Kim Batselier
2024	J	`jnl`	Constructing structured tensor priors for Bayesian inverse problems. CoRR Kim Batselier
2024	A*	`conf`	Position: Tensor Networks are a Valuable Asset for Green AI. ICML Eva Memmel, Clara Menzen, Jetze Schuurmans, Frederiek Wesel, Kim Batselier
2024	A	`conf`	Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models. AISTATS Frederiek Wesel, Kim Batselier
2024	J	`jnl`	Tensor Network-Constrained Kernel Machines as Gaussian Processes. CoRR Frederiek Wesel, Kim Batselier
2024	J	`jnl`	Tensor network square root Kalman filter for online Gaussian process regression. CoRR Clara Menzen, Manon Kok, Kim Batselier
2023	—	`conf`	Enabling Large-Scale Probabilistic Seizure Detection with a Tensor-Network Kalman Filter for LS-SVM. ICASSP Workshops Seline J. S. de Rooij, Kim Batselier, Borbála Hunyadi
2023	A*	`conf`	How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression? ICLR Jetze Schuurmans, Kim Batselier, Julian F. P. Kooij
2023	J	`jnl`	How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression? CoRR Jetze T. Schuurmans, Kim Batselier, Julian F. P. Kooij
2023	J	`jnl`	Projecting basis functions with tensor networks for Gaussian process regression. CoRR Clara Menzen, Eva Memmel, Kim Batselier, Manon Kok
2023	J	`jnl`	Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models. CoRR Frederiek Wesel, Kim Batselier
2023	A	`conf`	Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data. AISTATS Frederiek Wesel, Kim Batselier
2022	J	`jnl`	Alternating Linear Scheme in a Bayesian Framework for Low-Rank Tensor Approximation. SIAM J. Sci. Comput. Clara Menzen, Manon Kok, Kim Batselier
2022	J	`jnl`	Faster tensor train decomposition for sparse data. J. Comput. Appl. Math. Lingjie Li, Wenjian Yu, Kim Batselier
2022	J	`jnl`	Kernelized support tensor train machines. Pattern Recognit. Cong Chen, Kim Batselier, Wenjian Yu, Ngai Wong
2022	J	`jnl`	Towards Green AI with tensor networks - Sustainability and innovation enabled by efficient algorithms. CoRR Eva Memmel, Clara Menzen, Jetze Schuurmans, Frederiek Wesel, Kim Batselier
2021	A*	`conf`	Large-Scale Learning with Fourier Features and Tensor Decompositions. NeurIPS Frederiek Wesel, Kim Batselier
2021	J	`jnl`	Large-Scale Learning with Fourier Features and Tensor Decompositions. CoRR Frederiek Wesel, Kim Batselier
2021	J	`jnl`	Tensor Network Kalman Filtering for Large-Scale LS-SVMs. CoRR Maximilian Lucassen, Johan A. K. Suykens, Kim Batselier
2020	J	`jnl`	Alternating linear scheme in a Bayesian framework for low-rank tensor approximation. CoRR Clara Menzen, Manon Kok, Kim Batselier
2020	J	`jnl`	Deep Model Compression and Inference Speedup of Sum-Product Networks on Tensor Trains. IEEE Trans. Neural Networks Learn. Syst. Ching-Yun Ko, Cong Chen, Zhuolun He, Yuke Zhang, Kim Batselier, Ngai Wong
2020	J	`jnl`	Fast and Accurate Tensor Completion With Total Variation Regularized Tensor Trains. IEEE Trans. Image Process. Ching-Yun Ko, Kim Batselier, Luca Daniel, Wenjian Yu, Ngai Wong
2020	J	`jnl`	Kernelized Support Tensor Train Machines. CoRR Cong Chen, Kim Batselier, Wenjian Yu, Ngai Wong
2020	J	`jnl`	Nonlinear system identification with regularized Tensor Network B-splines. Autom. Ridvan Karagoz, Kim Batselier
2020	J	`jnl`	Nonlinear system identification with regularized Tensor Network B-splines. CoRR Ridvan Karagoz, Kim Batselier
2019	B	`conf`	A Support Tensor Train Machine. IJCNN Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong
2019	—	`conf`	Extended Kalman Filtering with Low-Rank Tensor Networks for MIMO Volterra System Identification. CDC Kim Batselier, Ching-Yun Ko, Ngai Wong
2019	J	`jnl`	Faster Tensor Train Decomposition for Sparse Data. CoRR Lingjie Li, Wenjian Yu, Kim Batselier
2019	J	`jnl`	MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA. CoRR Kim Batselier, Andrzej Cichocki, Ngai Wong
2019	B	`conf`	Matrix Product Operator Restricted Boltzmann Machines. IJCNN Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong
2019	—	`conf`	Tensor Network Kalman Filter for LTI Systems. EUSIPCO Daniel Gedon, Pieter Piscaer, Kim Batselier, Carlas S. Smith, Michel Verhaegen
2018	J	`jnl`	A Support Tensor Train Machine. CoRR Cong Chen, Kim Batselier, Ching Yun Ko, Ngai Wong
2018	J	`jnl`	Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD. SIAM J. Matrix Anal. Appl. Kim Batselier, Wenjian Yu, Luca Daniel, Ngai Wong
2018	J	`jnl`	Deep Compression of Sum-Product Networks on Tensor Networks. CoRR Ching Yun Ko, Cong Chen, Yuke Zhang, Kim Batselier, Ngai Wong
2018	J	`jnl`	Fast and Accurate Tensor Completion with Tensor Trains: A System Identification Approach. CoRR Ching Yun Ko, Kim Batselier, Wenjian Yu, Ngai Wong
2018	J	`jnl`	Matrix Product Operator Restricted Boltzmann Machines. CoRR Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong
2018	J	`jnl`	Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification. Autom. Kim Batselier, Ngai Wong
2018	J	`jnl`	Multidimensional Realization Theory and Polynomial System Solving. CoRR Philippe Dreesen, Kim Batselier, Bart De Moor
2018	J	`jnl`	Multidimensional realisation theory and polynomial system solving. Int. J. Control Philippe Dreesen, Kim Batselier, Bart De Moor
2018	J	`jnl`	Parallelized Tensor Train Learning of Polynomial Classifiers. IEEE Trans. Neural Networks Learn. Syst. Zhongming Chen, Kim Batselier, Johan A. K. Suykens, Ngai Wong
2018	J	`jnl`	Tensor network subspace identification of polynomial state space models. Autom. Kim Batselier, Ching Yun Ko, Ngai Wong
2018	J	`jnl`	The trouble with tensor ring decompositions. CoRR Kim Batselier
2017	J	`jnl`	A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification. Autom. Kim Batselier, Zhongming Chen, Ngai Wong
2017	J	`jnl`	A constructive arbitrary-degree Kronecker product decomposition of tensors. Numer. Linear Algebra Appl. Kim Batselier, Ngai Wong
2017	—	`conf`	An efficient homotopy-based Poincaré-Lindstedt method for the periodic steady-state analysis of nonlinear autonomous oscillators. ASP-DAC Zhongming Chen, Kim Batselier, Haotian Liu, Ngai Wong
2017	J	`jnl`	Computing low-rank approximations of large-scale matrices with the Tensor Network randomized SVD. CoRR Kim Batselier, Wenjian Yu, Luca Daniel, Ngai Wong
2017	J	`jnl`	Inverse multivariate polynomial root-finding: Numerical implementations of the affine and projective Buchberger-Möller algorithm. J. Comput. Appl. Math. Kim Batselier, Ngai Wong
2017	J	`jnl`	Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification. CoRR Kim Batselier, Ngai Wong
2017	J	`jnl`	Tensor Computation: A New Framework for High-Dimensional Problems in EDA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zheng Zhang, Kim Batselier, Haotian Liu, Luca Daniel, Ngai Wong
2017	J	`jnl`	Tensor Network alternating linear scheme for MIMO Volterra system identification. Autom. Kim Batselier, Zhongming Chen, Ngai Wong
2017	J	`jnl`	Tensor network subspace identification of polynomial state space models. CoRR Kim Batselier, Ching Yun Ko, Ngai Wong
2017	—	`conf`	Tensor-network-based predistorter design for multiple-input multiple-output nonlinear systems. ASICON Cong Chen, Kim Batselier, Mihai Telescu, Stéphane Azou, Noël Tanguy, Ngai Wong
2016	J	`jnl`	A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification. CoRR Kim Batselier, Zhongming Chen, Ngai Wong
2016	A	`conf`	A tensor-based volterra series black-box nonlinear system identification and simulation framework. ICCAD Kim Batselier, Zhongming Chen, Haotian Liu, Ngai Wong
2016	J	`jnl`	Computing the state difference equations for discrete overdetermined linear systems. Autom. Kim Batselier, Ngai Wong
2016	J	`jnl`	Parallelized Tensor Train Learning of Polynomial Classifiers. CoRR Zhongming Chen, Kim Batselier, Johan A. K. Suykens, Ngai Wong
2016	—	`conf`	STORM: A nonlinear model order reduction method via symmetric tensor decomposition. ASP-DAC Jian Deng, Haotian Liu, Kim Batselier, Yu-Kwong Kwok, Ngai Wong
2016	J	`jnl`	Symmetric tensor decomposition by an iterative eigendecomposition algorithm. J. Comput. Appl. Math. Kim Batselier, Ngai Wong
2016	J	`jnl`	Tensor Computation: A New Framework for High-Dimensional Problems in EDA. CoRR Zheng Zhang, Kim Batselier, Haotian Liu, Luca Daniel, Ngai Wong
2016	J	`jnl`	Tensor Train alternating linear scheme for MIMO Volterra system identification. CoRR Kim Batselier, Zhongming Chen, Ngai Wong
2015	J	`jnl`	A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms. SIAM J. Matrix Anal. Appl. Kim Batselier, Haotian Liu, Ngai Wong
2015	J	`jnl`	A constructive arbitrary-degree Kronecker product decomposition of tensors. CoRR Kim Batselier, Ngai Wong
2015	—	`conf`	An adaptive dynamical low-rank tensor approximation scheme for fast circuit simulation. ASICON Kim Batselier, Quan Chen, Ngai Wong
2015	A	`conf`	STAVES: Speedy Tensor-Aided Volterra-Based Electronic Simulator. ICCAD Haotian Liu, Xiaoyan Y. Z. Xiong, Kim Batselier, Lijun Jiang, Luca Daniel, Ngai Wong
2014	J	`jnl`	A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms. CoRR Kim Batselier, Haotian Liu, Ngai Wong
2014	J	`jnl`	A fast recursive orthogonalization scheme for the Macaulay matrix. J. Comput. Appl. Math. Kim Batselier, Philippe Dreesen, Bart De Moor
2014	A	`conf`	A novel linear algebra method for the determination of periodic steady states of nonlinear oscillators. ICCAD Haotian Liu, Kim Batselier, Ngai Wong
2014	A*	`conf`	An Efficient Two-level DC Operating Points Finder for Transistor Circuits. DAC Jian Deng, Kim Batselier, Yang Zhang, Ngai Wong
2014	J	`jnl`	Symmetric Tensor Decomposition by an Iterative Eigendecomposition Algorithm. CoRR Kim Batselier, Ngai Wong
2014	J	`jnl`	The Canonical Decomposition of SIAM J. Matrix Anal. Appl. Kim Batselier, Philippe Dreesen, Bart De Moor
2013	J	`jnl`	The Geometry of Multivariate Polynomial Division and Elimination. SIAM J. Matrix Anal. Appl. Kim Batselier, Philippe Dreesen, Bart De Moor
2012	B	`conf`	Joint Regression and Linear Combination of Time Series for Optimal Prediction. ESANN Dries Geebelen, Kim Batselier, Philippe Dreesen, Marco Signoretto, Johan A. K. Suykens, Bart De Moor, Joos Vandewalle
2012	B	`conf`	Weighted/Structured Total Least Squares problems and polynomial system solving. ESANN Philippe Dreesen, Kim Batselier, Bart De Moor
2012	B	`conf`	maximum likelihood estimation and polynomial system solving. ESANN Kim Batselier, Philippe Dreesen, Bart De Moor
2010	—	`conf`	Maximum likelihood and polynomial system solving. BIBM Workshops Kim Batselier, Bart De Moor