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  • National University of Singapore
  • Singapore
  • 03:27 (UTC -12:00)

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  1. Debabrota-Basu/marich Debabrota-Basu/marich Public

    Marich is a model-agnostic extraction algorithm. It uses a public data to query a private model, aggregates the predicted labels, and construct a distributionall equivalent/max-information leaking …

    Jupyter Notebook 4

  2. Fourier-Transform Fourier-Transform Public

    A lucid visual walk through Fourier Transform

    Jupyter Notebook 6 3

  3. Optimisation-Algorithms Optimisation-Algorithms Public

    Here I explore the intricacies of the optimisation algorithms used in machine learning and deep learning through visualisations and simulation.

    Jupyter Notebook 9 4

  4. Online-Mirror-Descent-Algoithms-simulation-in-numpy Online-Mirror-Descent-Algoithms-simulation-in-numpy Public

    In this repository, I have explored Online Mirror Descent Algorithms with and without Expert Advice. A .py file with the functions written in numpy is provided and its use is also demonstrated in t…

    Jupyter Notebook 2