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

   arXiv Code
2. Tight concentration inequality for sub-Weibull random variables with generalized Bernstien Orlicz norm

   Bong, Heejong, and Kuchibhotla, Arun K

   arXiv preprint 2023

   arXiv
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

   PDF
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

   PDF
5. Dual induction CLT for high-dimensional m-dependent Data

   Bong, Heejong, Kuchibhotla, Arun K, and Rinaldo, Alessandro

   arXiv preprint 2023

   arXiv
6. JRSS A

   Heejong Bong, Valerie Ventura and Larry Wasserman’s contribution to the Discussion of ‘The Second Discussion Meeting on Statistical aspects of the Covid-19 Pandemic’

   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

   arXiv

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

   arXiv Code Video
2. High-dimensional Berry-Esseen bound for m-dependent random samples

   Bong, Heejong, Kuchibhotla, Arun K, and Rinaldo, Alessandro

   arXiv preprint 2022

   arXiv

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

   Code
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

   Code Video Poster

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

   PDF Code Slides