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Senior Year of Undergrad
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Senior Year of Undergrad
  • Univeristy of Illinois Urbana-Champaign
  • Champaign IL

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  1. RobustEnsemblePrompting RobustEnsemblePrompting Public

    Our aim is to improve adversarial robustness via an input which consists of multiple differently-perturbed variants of the original input, hopefully trading-off computation cost rather than accurac…

    Jupyter Notebook

  2. Selvin-Lab-Fluorophore-Identification Selvin-Lab-Fluorophore-Identification Public

    Creating machine learning models for classifying fluorophores in single-molecule localization microscopy (SMLM) using the point spread functions (PSFs) and other potential information-carrying metr…

    Jupyter Notebook 2

  3. Selvin-Lab-qPAINT-Segmentation Selvin-Lab-qPAINT-Segmentation Public

    Processing and analyzing clusters of AMPAR receptors generated from single-molecule localization microscopy (SMLM) for Gloria Lau's research at Selvin Lab UIUC.

    Jupyter Notebook 2

  4. Quantum-Computer-Simulator Quantum-Computer-Simulator Public

    Building a quantum computer simulator for a class at UIUC. Capable of simulating a quantum computer running Shor's algorithm on n qubits.

    Jupyter Notebook 1

  5. Mammogram-Classification Mammogram-Classification Public

    Self-guided final project for UIUC's BIOE 485: Computation Mathematics for Machine Learning and Imaging. Attempting to classify breast cancer from mammogram images. Note that we didn't have much ti…

    Jupyter Notebook

  6. Historic-ML-Techniques Historic-ML-Techniques Public

    Learning a few historical techniques for machine learning for a class at UIUC: Gibbs sampling, Hopfield networks, restricted boltzmann machines

    Jupyter Notebook