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@optimization-for-data-driven-science

Optimization for Data-Driven Science (ODDS) Research Group @ USC

Designing and studying of efficient large scale data analysis algorithms for machine learning tools and models. Led by Professor Meisam Razaviyayn

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  1. FERMI FERMI Public

    The implementation of Fair Empirical Risk Minimization

    Jupyter Notebook 17 1

  2. RIFLE RIFLE Public

    Python 8 1

  3. Renyi-Fair-Inference Renyi-Fair-Inference Public

    Python 5 3

  4. DP-with-public-data DP-with-public-data Public

    Optimal Differentially Private Learning with Public Data

    Python 5 1

  5. FairFashionMNIST FairFashionMNIST Public

    Python 3 1

  6. DAIR DAIR Public

    Python 3 1

Repositories

Showing 10 of 18 repositories
  • RIFLE Public
    optimization-for-data-driven-science/RIFLE’s past year of commit activity
    Python 8 1 0 1 Updated Jul 12, 2024
  • DP-with-public-data Public

    Optimal Differentially Private Learning with Public Data

    optimization-for-data-driven-science/DP-with-public-data’s past year of commit activity
    Python 5 1 0 0 Updated Jun 4, 2024
  • Addax Public
    optimization-for-data-driven-science/Addax’s past year of commit activity
    0 0 0 0 Updated Jun 3, 2024
  • FERMI Public

    The implementation of Fair Empirical Risk Minimization

    optimization-for-data-driven-science/FERMI’s past year of commit activity
    Jupyter Notebook 17 1 1 0 Updated May 23, 2024
  • Robust-NN-Training Public
    optimization-for-data-driven-science/Robust-NN-Training’s past year of commit activity
    Python 1 MIT 2 0 0 Updated Mar 29, 2024
  • f-FERM Public
    optimization-for-data-driven-science/f-FERM’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Feb 29, 2024
  • Renyi-Fair-Inference Public
    optimization-for-data-driven-science/Renyi-Fair-Inference’s past year of commit activity
    Python 5 3 0 0 Updated Dec 16, 2023
  • DAIR Public
    optimization-for-data-driven-science/DAIR’s past year of commit activity
    Python 3 1 0 0 Updated May 25, 2023
  • ADMM-Q Public
    optimization-for-data-driven-science/ADMM-Q’s past year of commit activity
    Python 0 1 1 0 Updated Feb 22, 2023
  • DR-FERMI Public

    A Distributionally Robust Optimization Framework for Handling Distribution Shift

    optimization-for-data-driven-science/DR-FERMI’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Feb 8, 2023
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