Hua-Zhou / SparseRegLinks
Matlab toolbox for sparse regression
☆30Updated 3 years ago
Alternatives and similar repositories for SparseReg
Users that are interested in SparseReg are comparing it to the libraries listed below
Sorting:
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆22Updated 10 months ago
- Matlab toolbox for tensor regressions☆30Updated 3 years ago
- Proximal Newton OPTimizer☆23Updated 10 years ago
- Efficient Algorithms for L0 Regularized Learning☆102Updated last year
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 9 years ago
- Solving Statistical Optimization Problems Using the ADMM Algorithm☆76Updated 8 years ago
- A lightweight accelerated proximal-gradient package for matlab☆34Updated 9 years ago
- Generic and efficient MATLAB solver for nonsmooth optimization problems☆27Updated 9 months ago
- Perform tensor-on-tensor regression☆20Updated 6 years ago
- Creates a legend with a specified number of columns☆21Updated 5 years ago
- Tuning-Free Huber Regression☆15Updated 3 years ago
- Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations☆58Updated 11 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆55Updated 6 years ago
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆44Updated 10 years ago
- ☆39Updated 6 years ago
- MATLAB Tensor Tools☆89Updated 4 years ago
- A matlab library for CUR matrix decomposition☆27Updated 8 years ago
- Accelerated proximal gradient package in python☆21Updated 10 years ago
- Companion package to the 2nd edition of the book "Robust Statistics: Theory and Methods"☆20Updated 7 months ago
- Bayesian Data Analysis demos for Matlab/Octave☆65Updated 5 years ago
- Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning☆34Updated 10 years ago
- lightspeed matlab toolbox☆134Updated 4 years ago
- A multi-algorithm Python framework for regularized regression☆13Updated 2 years ago
- Mutual Information functions for C and MATLAB☆143Updated 7 years ago
- Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''☆43Updated 3 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Updated 7 years ago
- Generalized lasso implementations☆46Updated last year
- This includes codes for Alternating Direction Method of Multipliers (ADMM) on several interesting applications, such as Lq basis pursuit,…☆21Updated 9 years ago
- Statistical Inference and Sure Independence Screening via Ball Statistics☆32Updated 4 months ago
- MATLAB Tensor Toolbox (by Tamara Kolda)☆40Updated 8 years ago