tensor-decomposition-algorithms

There are 1 repository under tensor-decomposition-algorithms topic.

• AndreiChertkov / teneva

  A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays

  approximation-algorithmslow-rank-approximationsurrogate-modellingsurrogate-modelstensor-decompositiontensor-decomposition-algorithmstensor-traintensor-trains
  Language:Python 37

• AndreiChertkov / ttopt

  Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.

  discrete-optimizationgradient-free-optimizationmultidimensional-arraysoptimizationoptimization-algorithmoptimization-methodstensor-decompositiontensor-decomposition-algorithmstensor-traintensor-trains
  Language:Python 28

• thanhtbt / ATT-miss

  [SP 2024] A Novel Recursive Least-Squares Adaptive Method For Streaming Tensor-Train Decomposition With Incomplete Observations. In Elsevier Signal Processing, 2024.

  streaming-datatensor-decomposition-algorithmstensor-traintensor-trackingonline-tensor-completiononline-tensor-factorizationonline-tensor-learning
  Language:MATLAB 7

• rmsolgi / TensorLearn

  A Python Package for Advanced Tensor Learning

  decompositiontensortensor-decomposition-algorithmstensor-learningtenssro-train-decomposition
  Language:Python 6

• thanhtbt / ROLCP

  [IEEE ICASSP 2021] "A fast randomized adaptive CP decomposition for streaming tensors". In 46th IEEE International Conference on Acoustics, Speech, & Signal Processing, 2021.

  tensor-decomposition-algorithmsrandomized-algorithmsadaptive-algorithmstreaming-data-processingcp-decompositiononline-learning-algorithms
  Language:MATLAB 6

• esinkarahan / tensor_cmtf_eeg-fmri

  Coupled matrix-tensor factorization for integrating EEG and ffMRI on the brain cortical surface with source reconstruction

  eegfmrisource-localizationmultimodalmultimodal-learningtensor-factorizationtensor-decomposition-algorithmsparafaccoupled-factorization
  Language:MATLAB 3

• thanhtbt / Tensor_Tracking

  [Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.

  streaming-datatensor-decomposition-algorithmsadaptive-algorithmcp-decompositiononline-algorithmstucker-decompositionstreaming-tensor-decompositions
  Language:MATLAB 3

• pdturney / multislice-projection

  This repository contains the software used in the paper "Empirical Evaluation of Four Tensor Decomposition Algorithms" (see four-tensor-decompositions.pdf).

  tensor-decompositiontensor-decomposition-algorithms
  Language:MATLAB 1

• thanhtbt / ROBOT

  [EUSIPCO 2022] "Robust Tensor Tracking With Missing Data Under Tensor-Train Format". In 30th European Signal Processing Conference, 2022.

  missing-dataoutliersstreaming-datatensor-decomposition-algorithmstensor-train
  Language:MATLAB 1

• esinkarahan / tensor_tproduct_brain-connectivity

  Tensor Granger Causality with t-Product Algorithm

  t-product-dstensor-decompositiontensor-decomposition-algorithms
  Language:MATLAB 0

• PinguDevTeam / ICF-MI-framework

  Model identifiability pipeline using surrogate models trained on a latent space extracted by tensor decompositions.

  model-identificationsurrogate-modelstensortensor-decomposition-algorithms
  Language:Python 0

• esinkarahan / tensor_regression_granger-causality

  Penalized tensor regression for whole brain connectivity.

  regularizationtensortensor-decomposition-algorithmstensor-regression
  Language:MATLAB