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mwshumway/README.md

Matt Shumway

I'm a first year PhD candidate in Computing and Data Sciences at Boston University. I am fortunate to work with Dr. Xuezhou Zhang on reinforcement learning. Previous to this, I graduated with a B.S. in Applied and Computational Mathematics from Brigham Young University (BYU). There, I had the priveledge of doing research with Dr. Mark Kempton on non-backtracking random walks on graphs.

Research Interests

Broadly interested in many things machine learning related. More specifically, I'm really interested in

  • Reinforcement Learning
  • Theory of Deep Learning
  • Optimization

Technical Work Experience

  • AI Engineer intern at Vivint (past)
  • Graph theory research assistant at BYU (past)
  • R&D intern at bioMérieux (past)
  • Control theory and mathematical biology research assistant positions at BYU (past)

Contact

Email me directly at mwshumway7 (at) gmail (dot) com

Pinned Loading

  1. NBRW NBRW Public

    Tools for computing various forms of Kemeny's constant for random walks on graphs.

    Python 1 1

  2. sweetpoteat/sweetpoteat.github.io sweetpoteat/sweetpoteat.github.io Public

    HTML

  3. Wildfires Wildfires Public

    ACME Volume 4b Project. Optimal control for agentic search and rescue through forest fires.

    Jupyter Notebook 1 1

  4. alphagomoku alphagomoku Public

    Python

  5. nyc_taxi nyc_taxi Public

    A project that aims to predict the general destination of a passenger given initial information about their taxi trip.

    Jupyter Notebook 1

  6. forward_forward forward_forward Public

    A project investigating alternatives to the backpropagation algorithm in modern deep networks.

    Jupyter Notebook 1