xiao-li-hub / Riemannian-subgradient-methods
This package implements Riemannian subgradient methods for solving nonsmooth optimization problems over Stiefel manifold
☆10Updated 4 years ago
Alternatives and similar repositories for Riemannian-subgradient-methods:
Users that are interested in Riemannian-subgradient-methods are comparing it to the libraries listed below
- MATLAB implementation of ManPG☆12Updated 2 years ago
- ☆23Updated 2 years ago
- SuiteLasso: a MATLAB suite for regression problems with generalized Lasso regularizers☆20Updated 3 years ago
- Matrix Iteratively Reweighted Least Squares for low-rank matrix completion and estimation☆14Updated 3 years ago
- A feasible method for optimization with orthogonality constraints☆40Updated 3 years ago
- Material for the book Algorithmic Mathematics in Machine Learning☆11Updated 5 months ago
- Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery☆14Updated 7 months ago
- tensor-train tensor completion (T3C), which is based on tt decomposition and gradient descent.☆11Updated 6 years ago
- This includes codes for Alternating Direction Method of Multipliers (ADMM) on several interesting applications, such as Lq basis pursuit,…☆19Updated 9 years ago
- Riemannian optimization on the symplectic Stiefel manifold☆13Updated 2 years ago
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆24Updated 4 years ago
- ☆10Updated 6 months ago
- Adaptive Regularized Newton Method for Riemannian Optimization☆30Updated 5 years ago
- This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear com…☆10Updated 3 months ago
- A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning☆38Updated 5 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 8 years ago
- tensor-tensor product toolbox☆80Updated 3 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆52Updated 6 years ago
- Scalable sparse Bayesian learning for large CS recovery problems☆23Updated 3 years ago
- Riemannian stochastic optimization algorithms: Version 1.0.3☆64Updated 2 years ago
- Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''☆39Updated 2 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Updated 7 years ago
- This repository provides a Matlab implementation of the ADMM-based solvers for L1-L1 and L1-L2 minimization.☆17Updated 6 years ago
- A lightweight accelerated proximal-gradient package for matlab☆32Updated 8 years ago
- Matlab code for Low rank Matrix Factorization with AMP☆16Updated 9 years ago
- Application and framework for executing and testing numerical optimization methods. State of the art algorithms such as l-bfgs, cg_descen…☆39Updated 4 years ago
- 张量分解算法整理☆62Updated 9 years ago
- YALL1: Your ALgorithms for L1☆12Updated 7 years ago
- Reproducible-Bayesian-Tensor-Machine-Learning-SOTA☆29Updated 2 weeks ago