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 3 years ago
- A feasible method for optimization with orthogonality constraints☆42Updated 4 years ago
- SuiteLasso: a MATLAB suite for regression problems with generalized Lasso regularizers☆23Updated 4 years ago
- Material for the book Algorithmic Mathematics in Machine Learning☆14Updated last year
- tensor-train tensor completion (T3C), which is based on tt decomposition and gradient descent.☆12Updated 7 years ago
- Matrix Iteratively Reweighted Least Squares for low-rank matrix completion and estimation☆16Updated 4 years ago
- Riemannian optimization on the symplectic Stiefel manifold☆12Updated 3 years ago
- Adaptive Regularized Newton Method for Riemannian Optimization☆32Updated 6 years ago
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆25Updated 5 years ago
- tensor-tensor product toolbox☆91Updated 4 years ago
- MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20☆225Updated 2 years ago
- ☆16Updated 7 months ago
- Matlab library for gradient descent algorithms: Version 1.0.1☆69Updated 7 years ago
- Tensor ring low-rank factors (AAAI 2019)☆38Updated 7 years ago
- A Library of ADMM for Sparse and Low-rank Optimization☆394Updated 4 years ago
- Implementation of Generalized Belief Propagation and Convergence Rate Analysis☆11Updated 7 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆55Updated 7 years ago
- A MATLAB system for disciplined convex programming☆350Updated last year
- 张量分解算法整理☆62Updated 10 years ago
- Scaled Gradient Descent for Low-rank Matrix and Tensor Estimation☆33Updated 4 years ago
- This includes codes for Alternating Direction Method of Multipliers (ADMM) on several interesting applications, such as Lq basis pursuit,…☆21Updated 10 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 9 years ago
- FastAST - A fast primal-dual interior point method for line spectral estimation via atomic norm soft thresholding.☆30Updated 2 years ago
- Scripts and library for the "Dictionary Learning Algorithms and Applications" book.☆25Updated 7 years ago
- Vector Approximate Message Passing (VAMP)☆11Updated 2 years ago
- Manopt, a Matlab toolbox for optimization on manifolds☆371Updated last week
- The code for the paper <Simple algorithms for optimization on Riemannian manifolds with extra constraints>☆21Updated 6 years ago
- Reproducible-Bayesian-Tensor-Machine-Learning-SOTA☆31Updated 3 months ago
- A fast implementation of the Block Sparse Bayesian Learning algorithm☆90Updated 3 years ago