Pinned Repositories
ADMM
This Matlab package solves the sparse and low-rank covariance matrix estimation.
BOLIB
Bilevel optimization library of test problems
CSpack
This package offers 5 solvers for compressive sensing problems
FedADMM
This Matlab package solves federated learning problems via inexact ADMM
GPNP
This Matlab package solves the sparsity-constrained optimization problems including (quadratic) compressive sensing.
ICEADMM
This Matlab package solves the linear regression and logistic regression in a distributed fashion.
NHTP
This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.
PNPLq
This Matlab package solves the Lq(0<=q<1) norm regularized optimization problems including compressive sensing and logistic regression.
PREEEDM
The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.
SQREDM
The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.
ShenglongZhou's Repositories
ShenglongZhou/FedADMM
This Matlab package solves federated learning problems via inexact ADMM
ShenglongZhou/BOLIB
Bilevel optimization library of test problems
ShenglongZhou/NHTP
This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.
ShenglongZhou/NL0R
This Matlab package solves the L_0-regularized sparse optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.
ShenglongZhou/PREEEDM
The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.
ShenglongZhou/ADMM
This Matlab package solves the sparse and low-rank covariance matrix estimation.
ShenglongZhou/GPNP
This Matlab package solves the sparsity-constrained optimization problems including (quadratic) compressive sensing.
ShenglongZhou/ICEADMM
This Matlab package solves the linear regression and logistic regression in a distributed fashion.
ShenglongZhou/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.
ShenglongZhou/SQREDM
The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.
ShenglongZhou/FedGiA
This Matlab package solves federated learning problems via gradient descent and inexact ADMM
ShenglongZhou/GPSP
This Matlab package solves the one-bit compressed sensing.
ShenglongZhou/MIRL1
This Matlab package solves the weighted l1 minimizations for compressed sensing problems.
ShenglongZhou/CSpack
This package offers 5 solvers for compressive sensing problems
ShenglongZhou/FedEPM
This Matlab package solves federated learning problems via exact penalty method
ShenglongZhou/NM01
This Matlab package solves 0/1-loss regularized optimization problems including support vector machine and one-bit compressive sensing.
ShenglongZhou/PNPLq
This Matlab package solves the Lq(0<=q<1) norm regularized optimization problems including compressive sensing and logistic regression.
ShenglongZhou/HTPCP
This Matlab package solves the sparse LCPs.
ShenglongZhou/IIHT
This Matlab solver solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.
ShenglongZhou/NSLR
Newton method for sparse logistic regression
ShenglongZhou/ShenglongZhou
My personal repository
ShenglongZhou/shenglongzhou.github.io
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