unc-optimization
This page is created by the Optimization Group at the Department of Statistics and Operations Research, The University of North Carolina at Chapel Hill, USA
318 Hanes Hall, UNC-Chapel Hill, NC27599, USA
Pinned Repositories
AccSPD
FedDR
Implementation of FedDR algorithm for federated learning.
FWPN
A Frank-Wolfe Proximal Newton Algorithm
ProxHSPGA
A Hybrid Proximal Stochastic Policy Gradient Algorithm (ProxHSPGA) to solve composite optimization problems in reinforcement learning.
SGN
Implementation of the Stochastic Gauss-Newton algorithm presented at the International Conference on Machine Learning 2020.
SieveSDP
Sieve-SDP: A simple facial reduction algorithm to preprocess semidefinite programs
StochasticProximalMethods
A collection of stochastic proximal gradient methods for composite non-convex problems.
unc-optimization's Repositories
unc-optimization/StochasticProximalMethods
A collection of stochastic proximal gradient methods for composite non-convex problems.
unc-optimization/SieveSDP
Sieve-SDP: A simple facial reduction algorithm to preprocess semidefinite programs
unc-optimization/FedDR
Implementation of FedDR algorithm for federated learning.
unc-optimization/FWPN
A Frank-Wolfe Proximal Newton Algorithm
unc-optimization/ProxHSPGA
A Hybrid Proximal Stochastic Policy Gradient Algorithm (ProxHSPGA) to solve composite optimization problems in reinforcement learning.
unc-optimization/SGN
Implementation of the Stochastic Gauss-Newton algorithm presented at the International Conference on Machine Learning 2020.
unc-optimization/AccSPD