xiao-li-hub / Riemannian-subgradient-methodsLinks
This package implements Riemannian subgradient methods for solving nonsmooth optimization problems over Stiefel manifold
☆10Updated 5 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
Sorting:
- MATLAB implementation of ManPG☆13Updated 3 years ago
- ☆25Updated 2 years ago
- SuiteLasso: a MATLAB suite for regression problems with generalized Lasso regularizers☆22Updated 4 years ago
- A feasible method for optimization with orthogonality constraints☆40Updated 4 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆55Updated 6 years ago
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆25Updated 5 years ago
- tensor-train tensor completion (T3C), which is based on tt decomposition and gradient descent.☆11Updated 7 years ago
- MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20☆224Updated 2 years ago
- Matlab library for gradient descent algorithms: Version 1.0.1☆67Updated 7 years ago
- Adaptive Regularized Newton Method for Riemannian Optimization☆31Updated 6 years ago
- Material for the book Algorithmic Mathematics in Machine Learning☆13Updated last year
- ☆13Updated 5 months ago
- Riemannian optimization on the symplectic Stiefel manifold☆12Updated 3 years ago
- Matlab implementation of the Adam stochastic gradient descent optimisation algorithm☆58Updated 8 years ago
- Matrix Iteratively Reweighted Least Squares for low-rank matrix completion and estimation☆16Updated 4 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 9 years ago
- A Library of ADMM for Sparse and Low-rank Optimization☆385Updated 4 years ago
- This repository provides a Matlab implementation of the ADMM-based solvers for L1-L1 and L1-L2 minimization.☆17Updated 7 years ago
- Vector Approximate Message Passing (VAMP)☆11Updated 2 years ago
- Scripts and library for the "Dictionary Learning Algorithms and Applications" book.☆25Updated 7 years ago
- MATLAB library for working with alpha stable distributions☆29Updated 11 years ago
- Frank-Wolfe算法和梯度投影法MATLAB实现☆15Updated 3 years ago
- This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear com…☆10Updated 10 months ago
- Bayesian Group-sparse Compressed Sensing Toolbox (FG 2015)☆44Updated 7 years ago
- Accelerated Alternating Projections for Robust Principal Component Analysis☆24Updated 2 years ago
- A MATLAB system for disciplined convex programming☆334Updated 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
- ☆33Updated 2 years ago
- A MATLAB library for sparse representation problems☆105Updated 3 years ago
- The MATLAB code below implements the second-order SPSA (simultaneous perturbation stochastic approximation) and second-order SG (stochast…☆12Updated 4 years ago