Matlab Semantic Indexing of Tensors

Transparent stacking of tensors into a single tensor in Matlab.

This repository implements the core function of paper "Sparse Multi-Response Tensor Regression for Alzheimer's Disease Study With Multivariate Clinical Assessments".

Noise reduction of HSI based on nonlocal tensor factorization.

This repository provides the Matlab and Numpy stacked tensor permutation

Common and Unique Tensor Factorization, AAAI 2017

Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"

Implementations of various Poisson Factor Analysis (PFA) models

Segmentation based on Gradient structure tensor (GST)

Tree-Tensor-Network State for Bosons

Probabilistic tensor decomposition

This repository contains functions for obtaining posterior samples of allocation variables in multiple Bayesian over-fitted (sparse finite) mixed-scale mixture models. Mixture models included: 1) Bayesian Tensor Mixture of Product Kernels model (BayesTMPK), 2) Modularized Tensor Factorizations (MOTEF), 3) Bayesian Mixture of Product Kernels (Bay…

Matlab Code for: "Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. Arvix. Dec 2018"

A distributed low-rank subspace clustering algorithm for tensor data.

Code accompanying our ACM CHIL paper: "TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records"

Better memory-mapped files in Matlab

Nonlinear optimization for MATLAB.

MATLAB code for 「Missing traffic data imputation and pattern discovery with a Bayesian augmented tensor factorization model」.

A Low-rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising.