Robust PCA implementation and examples (Matlab)

Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation"

A generic optimization method for any integer programming problem

An open-source MATLAB® ADMM solver for partially decomposable conic optimization programs.

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

Experiments to speed up ADMM optimization algorithm for linear & semidefinite programming

Simulation code of our paper in IEEE Transactions on Cognitive Communications and Networking: ''Energy-Efficient Blockchain-enabled User-Centric Mobile Edge Computing''

Plug-and-Play Magnetic Resonance Fingerprinting based Quantitative MRI Reconstruction using Deep Denoisers (Proof of Concept) (IEEE ISBI 2022)

[IEEE TSP 2021] “Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee”. IEEE Transactions on Signal Processing, 2021.

[IEEE Access 2023] ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image

An open source first-order MATLAB solver for conic programs with row sparsity.

source code for MvBLS paper

MATLAB interactive interface for TinyMPC

Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.

A simple example of the Gradient-Descent algorithm and a simple implementation of ADMM for LASSO.(Homework of the large-scale optimization course.)

Code for paper "面向物联网隐私数据分析的分布式弹性网络回归学习算法"

Detection of K-complexes and Sleep Spindles (DETOKS) using Sparse Optimization for sleep EEG

Project to Solve a SVM fitting problem in MATLAB using a consensus distributed ADMM approach and CVX. Two SMW has been trained and tested on different datasets.