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ShenglongZhou/README.md

Welcome to my page

  • 🔭 I’m currently a full professor with the School of Mathematics and Statistics at Beijing Jiaotong University.
  • 📧 How to reach me: [email protected]
  • 🏠 Find more about me: https://shenglongzhou.github.io/
  • 🌱 My research interests include the theory and methods for optimization in the area of 0/1 loss, sparse, bilevel, EDM, and machine learning-related optimization.

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  1. NHTP NHTP Public

    This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear complementarity problems and so on.

    MATLAB 10 2

  2. CSpack CSpack Public

    This package offers 5 solvers for compressive sensing problems

    MATLAB 1

  3. PREEEDM PREEEDM Public

    The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.

    MATLAB 6 3

  4. SQREDM SQREDM Public

    The Matlab package solves the EDM optimization problems including sensor network localization and molecular conformation.

    MATLAB 5 3

  5. BOLIB BOLIB Public

    Bilevel optimization library of test problems

    MATLAB 10 5

  6. FedADMM FedADMM Public

    This Matlab package solves federated learning problems via inexact ADMM

    MATLAB 23 1