ShenglongZhou/PSNP ShenglongZhou/PSNP

  • Stars
    star
    1
  • Language
    MATLAB
  • License
    GNU General Publi...
  • Created over 1 year ago
  • Updated 5 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
ShenglongZhou/PSNP
github

ShenglongZhou

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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

More Repositories

1

FedADMM

This Matlab package solves federated learning problems via inexact ADMM
MATLAB
20
star
2

BOLIB

Bilevel optimization library of test problems
MATLAB
10
star
3

NHTP

This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.
MATLAB
9
star
4

FedGiA

This Matlab package solves federated learning problems via gradient descent and inexact ADMM
MATLAB
8
star
5

NL0R

This Matlab package solves the L_0-regularized sparse optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.
MATLAB
8
star
6

ADMM

This Matlab package solves the sparse and low-rank covariance matrix estimation.
MATLAB
6
star
7

PREEEDM

The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.
MATLAB
6
star
8

MIRL1

This Matlab package solves the weighted l1 minimizations for compressed sensing problems.
MATLAB
6
star
9

SQREDM

The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.
MATLAB
5
star
10

ICEADMM

This Matlab package solves the linear regression and logistic regression in a distributed fashion.
MATLAB
4
star
11

GPNP

This Matlab package solves the sparsity-constrained optimization problems including (quadratic) compressive sensing.
MATLAB
4
star
12

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.
MATLAB
4
star
13

FedEPM

This Matlab package solves federated learning problems via exact penalty method
MATLAB
3
star
14

GPSP

This Matlab package solves the one-bit compressed sensing.
MATLAB
3
star
15

NM01

This Matlab package solves 0/1-loss regularized optimization problems including support vector machine and one-bit compressive sensing.
MATLAB
2
star
16

CSpack

This package offers 5 solvers for compressive sensing problems
MATLAB
1
star
17

SNSCO

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