5 citations · 10 across the 2 of their papers we have counts for
3 papers
stat.ME2022★ 5 cited
Heavy-Tailed Density Estimation
Surya T Tokdar, Sheng Jiang, Erika L Cunningham
A novel statistical method is proposed and investigated for estimating a heavy tailed density under mild smoothness assumptions. Statistical analyses of heavy-tailed distributions…
math.ST2021★ 5 cited
Consistent Bayesian Community Detection
Sheng Jiang, Surya Tokdar
Stochastic Block Models (SBMs) are a fundamental tool for community detection in network analysis. But little theoretical work exists on the statistical performance of Bayesian SBM…
math.ST2019
Variable Selection Consistency of Gaussian Process Regression
Sheng Jiang, Surya T. Tokdar
Bayesian nonparametric regression under a rescaled Gaussian process prior offers smoothness-adaptive function estimation with near minimax-optimal error rates. Hierarchical extensi…