Discover @ShenglongZhou Open Source projects

Shenglong Zhou (@ShenglongZhou)

ShenglongZhou

Stars
101
Global Rank 206,374 (Top 8 %)
Followers 77
Registered almost 7 years ago
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MATLAB
100.0 %
Location 🇨🇳 China
Country Total Rank 32,968
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MATLAB
146

FedADMM

This Matlab package solves federated learning problems via inexact ADMM

BOLIB

Bilevel optimization library of test problems

NHTP

This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.

FedGiA

This Matlab package solves federated learning problems via gradient descent and inexact ADMM

NL0R

This Matlab package solves the L_0-regularized sparse optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.

ADMM

This Matlab package solves the sparse and low-rank covariance matrix estimation.

PREEEDM

The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.

MIRL1

This Matlab package solves the weighted l1 minimizations for compressed sensing problems.

SQREDM

The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.

ICEADMM

This Matlab package solves the linear regression and logistic regression in a distributed fashion.

GPNP

This Matlab package solves the sparsity-constrained optimization problems including (quadratic) compressive sensing.

NSSVM

This Matlab package solves the support vector machines for the purpose of reducing the sample data so as to significantly fasten the computational speed.

FedEPM

This Matlab package solves federated learning problems via exact penalty method

GPSP

This Matlab package solves the one-bit compressed sensing.

NM01

This Matlab package solves 0/1-loss regularized optimization problems including support vector machine and one-bit compressive sensing.

CSpack

This package offers 5 solvers for compressive sensing problems

SNSCO

This Matlab package solves sample average approximation for chance constrained programming based on the $0/1$ constrained optimization

PSNP

This Matlab package solves the Lq(0<=q<1) norm regularized optimization problems including compressive sensing and support vector machine..