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Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair Extraordinaire

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timwhite0/README.md

Hello!

I'm a fourth-year PhD student in the Department of Statistics at the University of Michigan. I'm interested in machine learning and Bayesian inference. My current work involves sequential Monte Carlo, simulation-based inference, and flow-based generative models. Before I came to Michigan, I got my undergraduate degree in statistics at the University of Minnesota.

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  1. prob-ml/blissWL prob-ml/blissWL Public

    Weak lensing mass mapping and cosmological parameter estimation

    Jupyter Notebook

  2. smcdet smcdet Public

    Probabilistic object detection with sequential Monte Carlo

    Jupyter Notebook

  3. phasm phasm Public

    Probabilistic hierarchical autoregressive sabermetric model

    R

  4. drnpe drnpe Public

    Distributionally robust neural posterior estimation

    Python

  5. flowmatching flowmatching Public

    Conditional flow matching with PyTorch Lightning.

    Python

  6. smc-nre smc-nre Public

    Sequential Monte Carlo samplers with amortized neural likelihood ratios.

    Jupyter Notebook