quanmingyao / FaNCLLinks
Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code
☆22Updated 6 years ago
Alternatives and similar repositories for FaNCL
Users that are interested in FaNCL are comparing it to the libraries listed below
Sorting:
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆44Updated 10 years ago
- IMTSL - Incremental and Multi-feature Tensor Subspace Learning☆37Updated 4 years ago
- Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.☆16Updated 6 years ago
- ☆38Updated 9 years ago
- A lightweight accelerated proximal-gradient package for matlab☆34Updated 9 years ago
- Tensor Train Rank-1 decomposition☆19Updated 6 years ago
- Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations☆58Updated 11 years ago
- A matlab library for CUR matrix decomposition☆27Updated 8 years ago
- Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning☆34Updated 10 years ago
- Mutual Information functions for C and MATLAB☆143Updated 7 years ago
- MATLAB Tensor Tools☆89Updated 4 years ago
- Sparce Subspace Clustering (SSC) is a subspace clustering algorithm that uses sparse vector representation, convex optimization, and spec…☆44Updated 8 years ago
- Matlab code for implementing Nonnegativity Constrained Autoencoder (NCAE) for Deep Learning.☆13Updated 9 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 9 years ago
- Matlab code for Low rank Matrix Factorization with AMP☆16Updated 10 years ago
- This provides an MATLAB code implementation for the paper "Low-rank and Sparse Matrix Decomposition via the Truncated Nuclear Norm and a …☆30Updated 7 years ago
- Spectral Clustering for Complex Graphs☆39Updated 11 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
- Kernel Methods Toolbox for Matlab/Octave☆52Updated 6 years ago
- Subspace Clustering Library☆52Updated 9 years ago
- An unsupervised feature selection algorithm with adaptive structure learning. This paper has been published as a research paper in KDD 20…☆43Updated 8 years ago
- Matlab implementation of the paper "Learning fast approximations of sparse coding"☆31Updated 9 years ago
- Matrix and Tensor Completion for Background Model Initialization☆112Updated 4 years ago
- Code for Robust Kronecker-Decomposable Component Analysis (ICCV 2017)☆12Updated 3 years ago
- MATLAB Tensor Toolbox (by Tamara Kolda)☆40Updated 8 years ago
- Robust PCA implementation and examples (Matlab)☆208Updated 7 years ago
- MATLAB code of the paper "Sparse Representation and Least Squares-Based Classification in Face Recognition", EUSIPCO 2014☆15Updated 9 years ago
- A Dual Framework for Low-rank Tensor Completion☆17Updated 6 years ago
- Iteratively Reweighted Nuclear Norm for Nonconvex Nonsmooth Low-rank Minimization☆25Updated 4 years ago
- Multi-task learning via Structural Regularization☆134Updated 4 years ago