rflamary / nonconvex-optimizationLinks
Matlab/Octave toolbox for nonconvex optimization
☆50Updated 9 years ago
Alternatives and similar repositories for nonconvex-optimization
Users that are interested in nonconvex-optimization are comparing it to the libraries listed below
Sorting:
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆44Updated 10 years ago
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆21Updated 5 months ago
- ☆31Updated last year
- A matlab library for CUR matrix decomposition☆26Updated 7 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆55Updated 6 years ago
- Riemannian stochastic optimization algorithms: Version 1.0.3☆64Updated 2 years ago
- Matlab implementation of the Bayesian Fuzzy Clustering algorithms. See related paper, doi: 10.1109/TFUZZ.2014.2370676☆25Updated 6 years ago
- An implementation of "ADMMBO, An ADMM Framework for Bayesian Optimization with Unknown Constraints''☆22Updated 5 years ago
- iADMM for a low-rank representation optimization problem☆12Updated 4 years ago
- A lightweight MATLAB implementation of Bayesian Optimization for Hyperparamter optimization with or without constraints.☆19Updated 7 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Updated 7 years ago
- Proximal Newton OPTimizer☆22Updated 10 years ago
- Tensor Train Rank-1 decomposition☆19Updated 6 years ago
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆25Updated 4 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
- A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis☆20Updated 7 years ago
- tensor-train tensor completion (T3C), which is based on tt decomposition and gradient descent.☆11Updated 6 years ago
- 张量分解算法整理☆62Updated 9 years ago
- Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"☆17Updated 10 years ago
- MATLAB Tensor Tools☆88Updated 4 years ago
- The collection of tensor decomposition, completion and recovery papers and codes.☆49Updated 5 years ago
- Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code☆22Updated 6 years ago
- MATLAB implementation of my Bayesian Optimization algorithms☆11Updated 7 years ago
- MATLAB implementation of ManPG☆12Updated 2 years ago
- Optimization using Stochastic quasi-Newton methods☆43Updated 8 years ago
- Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations☆58Updated 10 years ago
- Matlab code for Low rank Matrix Factorization with AMP☆16Updated 9 years ago
- Multi Task Learning Package for Matlab☆21Updated 5 years ago
- MATLAB implementation of AdaGrad, Adam, Adamax, Adadelta etc.☆33Updated 4 years ago
- NonNegative Matrix Factorization with Low Rank via the Alternating Direction Method of Multipliers☆9Updated 7 years ago