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@unc-optimization

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

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  1. StochasticProximalMethods StochasticProximalMethods Public

    A collection of stochastic proximal gradient methods for composite non-convex problems.

    Python 20 9

  2. SieveSDP SieveSDP Public

    Sieve-SDP: A simple facial reduction algorithm to preprocess semidefinite programs

    MATLAB 9 5

  3. FedDR FedDR Public

    Implementation of FedDR algorithm for federated learning.

    Python 8 3

  4. FWPN FWPN Public

    A Frank-Wolfe Proximal Newton Algorithm

    Terra 3 3

  5. ProxHSPGA ProxHSPGA Public

    A Hybrid Proximal Stochastic Policy Gradient Algorithm (ProxHSPGA) to solve composite optimization problems in reinforcement learning.

    Python 2 3

  6. SGN SGN Public

    Implementation of the Stochastic Gauss-Newton algorithm presented at the International Conference on Machine Learning 2020.

    Jupyter Notebook 2 3

Repositories

Showing 8 of 8 repositories
  • RootFindingAlgorithms Public

    This is a repository of algorithms for solving root-finding problems

    unc-optimization/RootFindingAlgorithms’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Jun 6, 2024
  • SieveSDP Public

    Sieve-SDP: A simple facial reduction algorithm to preprocess semidefinite programs

    unc-optimization/SieveSDP’s past year of commit activity
    MATLAB 9 MIT 5 0 1 Updated Jun 16, 2022
  • FedDR Public

    Implementation of FedDR algorithm for federated learning.

    unc-optimization/FedDR’s past year of commit activity
    Python 8 MIT 3 0 0 Updated Mar 8, 2022
  • FWPN Public

    A Frank-Wolfe Proximal Newton Algorithm

    unc-optimization/FWPN’s past year of commit activity
    Terra 3 3 0 0 Updated Aug 5, 2021
  • SGN Public

    Implementation of the Stochastic Gauss-Newton algorithm presented at the International Conference on Machine Learning 2020.

    unc-optimization/SGN’s past year of commit activity
    Jupyter Notebook 2 BSD-3-Clause 3 0 0 Updated Apr 3, 2021
  • StochasticProximalMethods Public

    A collection of stochastic proximal gradient methods for composite non-convex problems.

    unc-optimization/StochasticProximalMethods’s past year of commit activity
    Python 20 BSD-3-Clause 9 0 0 Updated Jun 17, 2020
  • ProxHSPGA Public

    A Hybrid Proximal Stochastic Policy Gradient Algorithm (ProxHSPGA) to solve composite optimization problems in reinforcement learning.

    unc-optimization/ProxHSPGA’s past year of commit activity
    Python 2 MIT 3 0 0 Updated Feb 28, 2020
  • AccSPD Public
    unc-optimization/AccSPD’s past year of commit activity
    Python 1 GPL-3.0 1 0 0 Updated Feb 17, 2020

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