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Kim Batselier's Projects

julia icon julia

The Julia Language: A fresh approach to technical computing.

ksttm icon ksttm

Matlab Codes for Kernelized Support Tensor Train Machines (KSTTM)

meracle icon meracle

Converts a tensor train into either a Tucker decomposition or into a MERA. The tensor train is 'unfolded' layer by layer into a MERA. The rank-lowering disentanglers in the MERA are obtained through an orthogonal Procrustes problem.

mvmals icon mvmals

MIMO Volterra Modified Alternating Linear Scheme identification algorithms

pnla_julia icon pnla_julia

Polynomial Numerical Linear Algebra package for Julia

steroid icon steroid

Symmetric Tensor Eigen-Rank-One Iterative Decomposition

symmetricvolterra icon symmetricvolterra

Code to reproduce results in the article ``Enforcing symmetry in tensor network MIMO Volterra identification"

tkpsvd icon tkpsvd

Tensor Kronecker Product Singular Value Decomposition

tnekf icon tnekf

Extended Kalman filtering with low-rank Tensor Networks for MIMO Volterra system identification

tnmoesp icon tnmoesp

Tensor Network MOESP method for the identification of polynomial state space models

tspn icon tspn

Tensor Sum-product Networks

ttc icon ttc

Fast and accurate tensor completion using tensor trains with a system identification approach

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