Batselier, Kim

1. Tensor Network alternating linear scheme for MIMO Volterra system identification
   2016/07/01 by Kim Batselier, Zhongming Chen, Batselier, Kim +3 · 7 citations
   Engineering · Mathematics · Physics and Astronomy · #Advanced Adaptive Filtering Techniques #Computational Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Finance #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #Tensor decomposition and applications #and Science (cs.CE) #electronic engineering #information engineering
2. Large-Scale Learning with Fourier Features and Tensor Decompositions
   2021/09/03 by Frederiek Wesel, Wesel, Frederiek, Kim Batselier +1 · 4 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #I.5.0 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Tensor decomposition and applications
3. How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?
   2023/05/09 by Jetze T. Schuurmans, Kim Batselier, Schuurmans, Jetze T. +3 · 2 citations
   Computer Science · Mathematics · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
4. A constructive arbitrary-degree Kronecker product decomposition of tensors
   2015/07/31 by Batselier, Kim, Wong, Ngai · 1 citation
   #FOS: Mathematics #Numerical Analysis (math.NA)
5. Fast and Accurate Tensor Completion with Total Variation Regularized Tensor Trains
   2018/04/17 by Ko, Ching-Yun, Batselier, Kim, Yu, Wenjian +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA)
6. Faster Tensor Train Decomposition for Sparse Data
   2019/08/07 by Li, Lingjie, Yu, Wenjian, Batselier, Kim · 1 citation
   #15A23 #15A69 #65F99 #FOS: Mathematics #Numerical Analysis (math.NA)
7. Kernelized Support Tensor Train Machines
   2020/01/02 by Chen, Cong, Batselier, Kim, Yu, Wenjian +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Position: Tensor Networks are a Valuable Asset for Green AI
   2022/05/25 by Eva Memmel, Clara Menzen, Memmel, Eva +7 · 1 citation
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #I.2.0 #K.4.0 #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
9. Parallelized Tensor Train Learning of Polynomial Classifiers
   2016/12/20 by Zhongming Chen, Chen, Zhongming, Kim Batselier +5 · 1 citation
   Mathematics · Computer Science · #Tensor decomposition and applications #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications
10. Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models
    2023/09/11 by Frederiek Wesel, Kim Batselier, Wesel, Frederiek +1 · 2 citations
    Mathematics · Computer Science · #Tensor decomposition and applications #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications
11. Projecting basis functions with tensor networks for Gaussian process regression
    2023/10/31 by Clara Menzen, Menzen, Clara, Eva Memmel +5 · 1 citation
    Computer Science · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)