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Drew Herren andrewherren

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Hi there, I'm Drew 👋

I am a Postdoctoral Fellow at the University of Texas at Austin. I completed my PhD in Statistics at Arizona State University in May 2023, working with Richard Hahn. My research interests include:

  • Machine learning / feature selection for causal inference
  • Bayesian nonparametrics (particularly, tree and partition-based methods)
  • Model interpretability

You can learn more about my research and other projects on my personal website.

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  1. Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference

    C++ 75 17

  2. Optimized implementation of stochastic decision tree ensemble algorithms

    C++ 1

  3. Exploratory Implementation of SGEMM on Apple Silicon CPU and GPU

    C 2

  4. Exploring standard and custom random number implementation wrappers for R

    R 1