Hua-Zhou / SparseRegLinks
Matlab toolbox for sparse regression
☆29Updated 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 8 months ago
- Matlab toolbox for tensor regressions☆29Updated 3 years ago
- Solving Statistical Optimization Problems Using the ADMM Algorithm☆75Updated 8 years ago
- Generic and efficient MATLAB solver for nonsmooth optimization problems☆27Updated 7 months ago
- Efficient Algorithms for L0 Regularized Learning☆102Updated last year
- Companion package to the 2nd edition of the book "Robust Statistics: Theory and Methods"☆19Updated 5 months ago
- Fastfit matlab toolbox☆27Updated 8 years ago
- Proximal Newton OPTimizer☆22Updated 10 years ago
- Bayesian Data Analysis demos for Matlab/Octave☆64Updated 5 years ago
- Tuning-Free Huber Regression☆15Updated 3 years ago
- Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty☆76Updated 3 years ago
- A lightweight accelerated proximal-gradient package for matlab☆33Updated 9 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 9 years ago
- Path algorithm for generalized lasso problems☆32Updated 2 years ago
- Accelerated proximal gradient package in python☆21Updated 10 years ago
- Generalized lasso implementations☆46Updated 10 months ago
- R package to perform statistical inference in generative models using the Wasserstein distance (requires CGAL)☆28Updated 5 years ago
- ☆15Updated 3 years ago
- ☆39Updated 6 years ago
- Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning☆34Updated 9 years ago
- Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations☆58Updated 11 years ago
- Creates a legend with a specified number of columns☆21Updated 5 years ago
- Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''☆44Updated 3 years ago
- Matlab code for my paper "Copula Variational Bayes inference via information geometry", submitted to IEEE Trans. on information theory, 2…☆54Updated 6 years ago
- Statistics for high-dimensional data (homogeneity, sphericity, independence, spherical uniformity)☆19Updated last year
- Comparisons between best subset selection and other popular sparse regression estimators☆86Updated 2 years ago
- Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code