tensor-decomposition-algorithms

There are 12 repositories under tensor-decomposition-algorithms topic.

  • AndreiChertkov/teneva

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

    Language:Python58241

  • AndreiChertkov/ttopt

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

    Language:Python37213

  • 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.

    Language:MATLAB12104

  • 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.

    Language:MATLAB10003

  • rmsolgi/TensorLearn

    A Python Package for Advanced Tensor Learning

    Language:Python6200

  • thanhtbt/Tensor_Tracking

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

    Language:MATLAB6102

  • esinkarahan/tensor_cmtf_eeg-fmri

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

    Language:MATLAB5001

  • esinkarahan/tensor_regression_granger-causality

    Penalized tensor regression for whole brain connectivity.

    Language:MATLAB100

  • pdturney/multislice-projection

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

    Language:MATLAB1000

  • thanhtbt/ROBOT

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

    Language:MATLAB1101

  • esinkarahan/tensor_tproduct_brain-connectivity

    Tensor Granger Causality with t-Product Algorithm

    Language:MATLAB0000

  • PinguDevTeam/ICF-MI-framework

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

    Language:Python00210