publications

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
    2022

2021

  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
    submitted to Annals of Applied Statistics 2021

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. 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