ShenglongZhou / NHTP
This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.
☆10Updated 3 months ago
Alternatives and similar repositories for NHTP:
Users that are interested in NHTP are comparing it to the libraries listed below
- This includes codes for Alternating Direction Method of Multipliers (ADMM) on several interesting applications, such as Lq basis pursuit,…☆19Updated 9 years ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Updated 5 years ago
- Privacy-Preserving Distributed Optimization via Subspace Perturbation: A General Framework☆15Updated 4 years ago
- Matlab/Python code for the ADMM part of my thesis ''Alternating Optimization: Constrained Problems, Adversarial Networks, and Robust Mod…☆74Updated 5 years ago
- Simulations for Paper Sensor Network Event Localization via Non-convex Non-smooth ADMM and Augmented Lagrangian Methods☆19Updated 6 years ago
- Scalable sparse Bayesian learning for large CS recovery problems☆23Updated 3 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆52Updated 6 years ago
- This Matlab package solves federated learning problems via gradient descent and inexact ADMM☆11Updated 3 months ago
- The code for the article ''Alternating Direction Method of Multipliers Based on ℓ2,0-Norm for Multiple Measurement Vector Problem''☆10Updated 5 months ago
- Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"☆58Updated last year
- SuiteLasso: a MATLAB suite for regression problems with generalized Lasso regularizers☆18Updated 3 years ago
- This repository provides a Matlab implementation of the ADMM-based solvers for L1-L1 and L1-L2 minimization.☆17Updated 6 years ago
- Bayesian Compressive Sensing and Multi-task Compressive Sensing☆83Updated 9 years ago
- The algorithm solves the DC state estimation problem in electric power systems using the Gaussian belief propagation over factor graphs.☆31Updated 6 years ago
- Matlab Code for my PhD☆34Updated 8 years ago
- This is the Matlab code for the paper: "Minimization of transformed L1 penalty: theory, difference of convex function algorithm, and robu…☆12Updated 6 years ago
- Peking University Convex Optimization Course given by Professor Wen Zaiwen☆12Updated 7 years ago
- A collection of tensor completion algorithms☆17Updated 3 years ago
- Code for the paper "Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems"☆10Updated 5 years ago
- An ADMM + Compressed Sensing algorithm to estimate a low-rank sparse matrix☆30Updated 6 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 8 years ago
- MATLAB MEX implementation of SVRG-SBB algorithms☆12Updated 7 years ago
- Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery☆14Updated 7 months ago
- Reproducible-Bayesian-Tensor-Machine-Learning-SOTA☆29Updated 2 weeks ago
- FastAST - A fast primal-dual interior point method for line spectral estimation via atomic norm soft thresholding.☆29Updated 2 years ago
- My implementation of the Fast Iterative Shrinkage Thresholding Algorithm.☆13Updated 7 years ago
- A heuristic for solving non-convex problems using ADMM☆9Updated 9 years ago
- Optimal capacitor placement in distribution systems (loss reduction and voltage improvement) - Matlab codes☆8Updated 3 years ago
- Nonlinear optimization for MATLAB.☆28Updated 4 years ago