Topic: "tensor-decomposition-algorithms"
AndreiChertkov/teneva
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
Language: Python - Size: 4.6 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 52 - Forks: 2
AndreiChertkov/ttopt
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
Language: Python - Size: 629 KB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 3
rmsolgi/TensorLearn
A Python Package for Advanced Tensor Learning
Language: Python - Size: 541 KB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 6 - Forks: 0
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: MATLAB - Size: 629 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2
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: MATLAB - Size: 379 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1
thanhtbt/Tensor_Tracking
[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.
Language: MATLAB - Size: 3.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1
thanhtbt/ROBOT
[EUSIPCO 2022] "Robust Tensor Tracking With Missing Data Under Tensor-Train Format". In 30th European Signal Processing Conference, 2022.
Language: MATLAB - Size: 608 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
esinkarahan/tensor_cmtf_eeg-fmri
Coupled matrix-tensor factorization for integrating EEG and ffMRI on the brain cortical surface with source reconstruction
Language: MATLAB - Size: 3.29 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1
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: MATLAB - Size: 166 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
PinguDevTeam/ICF-MI-framework
Model identifiability pipeline using surrogate models trained on a latent space extracted by tensor decompositions.
Language: Python - Size: 2.82 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
esinkarahan/tensor_regression_granger-causality
Penalized tensor regression for whole brain connectivity.
Language: MATLAB - Size: 4.84 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
esinkarahan/tensor_tproduct_brain-connectivity
Tensor Granger Causality with t-Product Algorithm
Language: MATLAB - Size: 1.53 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0