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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

Popular repositories

  1. StochasticProximalMethods StochasticProximalMethods Public

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

    Python 19 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 2 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 7 of 7 repositories
  • SieveSDP Public

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

    MATLAB 9 MIT 5 0 1 Updated Jun 16, 2022
  • FedDR Public

    Implementation of FedDR algorithm for federated learning.

    Python 8 MIT 3 0 0 Updated Mar 8, 2022
  • FWPN Public

    A Frank-Wolfe Proximal Newton Algorithm

    Terra 2 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.

    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.

    Python 19 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.

    Python 2 MIT 3 0 0 Updated Feb 28, 2020
  • AccSPD Public
    Python 1 GPL-3.0 1 0 0 Updated Feb 17, 2020

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