publications

2023

  1. Latent cross-population dynamic time-series analysis of high-dimensional neural recordings
    Bong, Heejong, Ventura, Valérie, Yttri, Eric A, Smith, Matthew A, and Kass, Robert E
    arXiv preprint 2023
  2. Tight concentration inequality for sub-Weibull random variables with generalized Bernstien Orlicz norm
    Bong, Heejong, and Kuchibhotla, Arun K
    arXiv preprint 2023
  3. CJS
    Oscillating neural circuits: Phase, amplitude, and the complex normal distribution
    Urban, Konrad,  Bong, Heejong, Orellana, Josue, and Kass, Robert E
    Canadian Journal of Statistics 2023
  4. JNP
    Identification of interacting neural populations: Methods and statistical considerations
    Kass, Robert E,  Bong, Heejong, Olarinre, Motolani, Xin, Qi, and Urban, Konrad
    Journal of Neurophysiology 2023
  5. Dual induction CLT for high-dimensional m-dependent Data
    Bong, Heejong, Kuchibhotla, Arun K, and Rinaldo, Alessandro
    arXiv preprint 2023
  6. JRSS A
    Heejong Bong, Valerie Ventura and Larry Wasserman‚Äôs contribution to the Discussion of ‚ÄėThe Second Discussion Meeting on Statistical aspects of the Covid-19 Pandemic‚Äô
    Bong, Heejong, Ventura, Valérie, and Wasserman, Larry
    Journal of the Royal Statistical Society Series A: Statistics in Society 2023
  7. Frequentist Inference for Semi-Mechanistic Epidemic Models with Interventions
    Bong, Heejong, Ventura, Valérie, and Wasserman, Larry
    submitted 2023

2022

  1. ICML
    Generalized results for the existence and consistency of the MLE in the Bradley-Terry-Luce model
    Bong, Heejong, and Rinaldo, Alessandro
    In International Conference on Machine Learning 2022
  2. High-dimensional Berry-Esseen bound for m-dependent random samples
    Bong, Heejong, Kuchibhotla, Arun K, and Rinaldo, Alessandro
    arXiv preprint 2022

2020

  1. AISTATS
    Nonparametric estimation in the dynamic Bradley-Terry model
    Bong, Heejong, Li, Wanshan, Shrotriya, Shamindra, and Rinaldo, Alessandro
    International Conference on Artificial Intelligence and Statistics 2020
  2. NeurIPS
    Latent dynamic factor analysis of high-dimensional neural recordings
    Bong, Heejong, Liu, Zongge, Ren, Zhao, Smith, Matthew, Ventura, Valerie, and Robert, Kass E
    Advances in Neural Information Processing Systems 2020

2019

  1. CMSAC
    Efficient estimation of distribution-free dynamics in the Bradley-Terry Model
    Bong, Heejong, Li, Wanshan, and Shrotriya, Shamindra
    In Carnegie Mellon Sports Analytics Conference 2019