Hua-Zhou / TensorReg
Matlab toolbox for tensor regressions
☆27Updated 3 years ago
Alternatives and similar repositories for TensorReg:
Users that are interested in TensorReg are comparing it to the libraries listed below
- ☆39Updated 5 years ago
- Matlab toolbox for sparse regression☆26Updated 3 years ago
- Boosted Sparse and Low-Rank Tensor Regression☆12Updated 5 years ago
- Perform tensor-on-tensor regression☆19Updated 5 years ago
- Code for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"☆35Updated 7 years ago
- Randomized Tensor Decompositions☆30Updated 8 years ago
- Efficient Algorithms for L0 Regularized Learning☆97Updated last year
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 8 years ago
- tensor-train tensor completion (T3C), which is based on tt decomposition and gradient descent.☆11Updated 6 years ago
- Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning☆33Updated 9 years ago
- A matlab library for CUR matrix decomposition☆26Updated 7 years ago
- Path algorithm for generalized lasso problems☆32Updated 2 years ago
- Sparse Principal Component Analysis (SPCA) using Variable Projection☆68Updated 6 years ago
- Tensor Train Rank-1 decomposition☆19Updated 5 years ago
- A Bayesian group factor model with structured sparsity☆20Updated 9 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Updated 7 years ago
- Contains the code of Multi-view Data Visualisation via Manifold Learning paper☆6Updated 10 months ago
- Code for our NeurIPS 2018 paper titled "Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch"☆25Updated last year
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆43Updated 10 years ago
- Implementation of learning a Gaussian mixture model using tensor decomposition.☆16Updated 7 years ago
- A lightweight accelerated proximal-gradient package for matlab☆32Updated 8 years ago
- Grassmannian Optimization for Tensor Completion and Tracking in the t-SVD Algebra☆9Updated 4 years ago
- Sparse Learning via Efficient Projection (mirror copy of latest version in http://www.yelab.net/software/SLEP/)☆22Updated 9 years ago
- A matlab toolbox to perform Wasserstein Dictionary Learning or NMF☆32Updated 8 years ago
- ☆12Updated 6 years ago
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆20Updated last month
- Matlab Toolbox for Dimensionality Reduction☆34Updated 10 years ago
- A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis☆20Updated 7 years ago
- NonNegative Matrix Factorization with Low Rank via the Alternating Direction Method of Multipliers☆9Updated 7 years ago
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 3 years ago