publications

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

2022

  1. Valid two-sample graph testing via optimal transport Procrustes and multiscale graph correlation with applications in connectomics
    Jaewon Chung, Bijan Varjavand, Jesús Arroyo-Relión, and 5 more authors
    Stat, 2022
  2. Human Connectomes are Heritable
    Jaewon Chung, Eric W. Bridgeford, Michael Powell, and 1 more author
    \textitIn preparation, 2022
  3. Discovery of Multi-Level Network Differences Across Populations of Heterogeneous Connectomes
    Vivek Gopalakrishnan, Jaewon Chung, Eric Bridgeford, and 8 more authors
    arXiv, 2022
  4. Batch Effects are Causal Effects: Applications in Human Connectomics
    Eric W. Bridgeford, Michael Powell, Gregory Kiar, and 8 more authors
    bioRxiv, 2022

2021

  1. Statistical connectomics
    Jaewon Chung, Eric Bridgeford, Jesús Arroyo, and 6 more authors
    Annual Review of Statistics and Its Application, 2021

2020

  1. Toward Community-Driven Big Open Brain Science: Open Big Data and Tools for Structure, Function, and Genetics
    Adam S Charles, Benjamin Falk, Nicholas Turner, and 8 more authors
    Annual Review of Neuroscience, 2020
  2. Sparse projection oblique randomer forests
    Tyler M Tomita, James Browne, Cencheng Shen, and 8 more authors
    Journal of Machine Learning Research, 2020
  3. Independence Testing for Multivariate Time Series
    Ronak Mehta, Jaewon Chung, Cencheng Shen, and 2 more authors
    arXiv, 2020

2019

  1. GraSPy: Graph Statistics in Python.
    Jaewon Chung, Benjamin D Pedigo, Eric W Bridgeford, and 3 more authors
    Journal of Machine Learning Research, 2019
  2. Connectal coding: discovering the structures linking cognitive phenotypes to individual histories
    Joshua T Vogelstein, Eric W Bridgeford, Benjamin D Pedigo, and 4 more authors
    Current opinion in neurobiology, 2019