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praneethmurthy (Praneeth Narayanamurthy) · GitHub

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praneethmurthy/README.md

Hi! I am Praneeth, a postdoctoral scholar at University of Southern California.

  • 🔭 I’m currently working on Active and Federated Learning.
  • 🌱 I’m currently learning Machine Learning and Signal Processing.
  • 👯 I’m looking to collaborate on any interesting problems in the general machine learning area!
  • 💬 Ask me about matrix factorization!
  • 📫 How to reach me: Best through email: praneeth@usc.edu.
  • 😄 Pronouns: He/Him

You can find more information on my homepage

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  1. ReProCS ReProCS Public

    MATLAB implementation of "Provable Dynamic Robust PCA or Robust Subspace tracking", IEEE Transactions on Information Theory, 2019.

    MATLAB 20 8

  2. NORST NORST Public

    MATLAB implementation of "Nearly Optimal Robust Subspace Tracking", ICML 2018. Longer version to appear in IEEE Journal of Selected Areas in Information Theory, 2020.

    MATLAB 11 4

  3. low-rank-phase-retrieval low-rank-phase-retrieval Public

    MATLAB implementation of "Phaseless Low Rank Matrix Recovery and Subspace Tracking", ICML 2019, longer version to appear in IEEE Transactions on Information Theory, 2020.

    MATLAB 15 7

  4. NORST-rmc NORST-rmc Public

    Forked from vdaneshpajooh/NORST-rmc

    MATLAB implementation of "Provable Subspace Tracking from Missing Data and Matrix Completion", IEEE Transactions on Signal Processing, 2019.

    MATLAB 1 1

  5. distributed-pca distributed-pca Public

    MATLAB implementation of "Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data", IEEE Transactions on Signal Processing, Jun 2022.

    MATLAB 6 5

  6. EE425-demos EE425-demos Public

    Jupyter notebook demos for the senior level Machine Learning course at Iowa State University

    Jupyter Notebook

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