kuleshov / generalized-rayleigh-quotient
Fast algorithms for sparse principal component analysis
☆17Updated 8 years ago
Alternatives and similar repositories for generalized-rayleigh-quotient:
Users that are interested in generalized-rayleigh-quotient are comparing it to the libraries listed below
- A matlab library for CUR matrix decomposition☆26Updated 7 years ago
- Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…☆17Updated 8 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 8 years ago
- simple MATLAB code for randomized matrix computation☆23Updated 9 years ago
- Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning☆34Updated 9 years ago
- Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code☆22Updated 5 years ago
- A matlab toolbox to perform Wasserstein Dictionary Learning or NMF☆32Updated 8 years ago
- Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Was…☆18Updated 5 years ago
- Proximal Newton OPTimizer☆22Updated 10 years ago
- A multi-algorithm Python framework for regularized regression☆13Updated last year
- Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm☆20Updated 3 months ago
- Optimization using Stochastic quasi-Newton methods☆43Updated 8 years ago
- Bayesian GPLVM in MATLAB and R☆74Updated 7 years ago
- KMeans for big data using preconditioning and sparsification, Matlab implementation. Aka k-means☆59Updated 4 years ago
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆43Updated 10 years ago
- ☆15Updated 10 years ago
- Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations☆58Updated 10 years ago
- A Newton ADMM based solver for Cone programming.☆38Updated 7 years ago
- Several maximum likelihood ICA algorithms, including Picard☆22Updated 7 years ago
- ☆9Updated 9 years ago
- Kernel Sparse Representation for Time Series Classification☆17Updated 10 years ago
- CUDA extension for the SPORCO project☆18Updated 3 years ago
- A MATLAB project containing many popular / existing constrained clustering algorithms☆27Updated 6 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 9 years ago
- Matlab code for my paper "Copula Variational Bayes inference via information geometry", submitted to IEEE Trans. on information theory, 2…☆52Updated 6 years ago
- Code for Fast Information-theoretic Bayesian Optimisation☆16Updated 6 years ago
- IMTSL - Incremental and Multi-feature Tensor Subspace Learning☆35Updated 4 years ago
- modular implementation of new algorithm☆13Updated 10 years ago
- Kernel Methods Toolbox for Matlab/Octave☆51Updated 5 years ago
- Code for the paper "Let’s Make Block Coordinate Descent Go Fast"☆47Updated last year