research

publications by categories in reversed chronological order. generated by jekyll-scholar.

I’ve had the privilege of working on various research projects in reinforcement learning, probability, stochastic processes, and applied machine learning. See a list of publications below, or check out my Google Scholar.

2021

  1. Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management
    Brunila, Mikael, Zhao, Rosie, Mircea, Andrei, Lumley, Sam, and Sieber, Renee
    arXiv preprint arXiv:2103.11835 2021
  2. Leaf multiplicity in a Bienaymé-Galton-Watson tree
    arXiv preprint arXiv:2105.12046 2021
  3. The independence number of a Bienaymé-Galton-Watson tree and related parameters
    Devroye, Luc, Goh, Marcel K, and Zhao, Rosie Y
    arXiv preprint arXiv:2106.14389 2021

2020

  1. Using deep learning and social network analysis to understand and manage extreme flooding
    Romascanu, Andrei, Ker, Hannah, Sieber, Renee, Greenidge, Sarah, Lumley, Sam, Bush, Drew, Morgan, Stefan, Zhao, Rosie, and Brunila, Mikael
    Journal of Contingencies and Crisis Management 2020
  2. A Study of Policy Gradient on a Class of Exactly Solvable Models
    McCracken, Gavin, Daniels, Colin, Zhao, Rosie, Brandenberger, Anna, Panangaden, Prakash, and Precup, Doina
    arXiv preprint arXiv:2011.01859 2020
  3. Arithmetic subsequences in a random ordering of an additive set
    Goh, Marcel K, and Zhao, Rosie Y
    arXiv preprint arXiv:2012.12339 2020