1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ME2024
Fast Bootstrapping Nonparametric Maximum Likelihood for Latent Mixture Models
Shijie Wang, Minsuk Shin, Ray Bai
Estimating the mixing density of a latent mixture model is an important task in signal processing. Nonparametric maximum likelihood estimation is one popular approach to this probl…
stat.ME2023
Generative Quantile Regression with Variability Penalty
Shijie Wang, Minsuk Shin, Ray Bai
Quantile regression and conditional density estimation can reveal structure that is missed by mean regression, such as multimodality and skewness. In this paper, we introduce a dee…
stat.ME2020★ 1 cited
Generative Multiple-purpose Sampler for Weighted M-estimation
Minsuk Shin, Shijie Wang, Jun S Liu
To overcome the computational bottleneck of various data perturbation procedures such as the bootstrap and cross validations, we propose the Generative Multiple-purpose Sampler (GM…