19 citations · 55 across the 21 of their papers we have counts for
23 papers
Dynamical models for the two-parameter Poisson-Dirichlet distribution and the Pitman-Yor process
Shui Feng, Wei Sun
In this paper, we introduce and study a family of diffusion processes associated with the Pitman-Yor process and the two-parameter Poisson-Dirichlet distribution. The diffusion coe…
Large parameter asymptotic analysis for homogeneous normalized random measures with independent increments
Junxi Zhang, Shui Feng, Yaozhong Hu
Homogeneous normalized random measures with independent increments (hNRMIs) represent a broad class of Bayesian nonparametric priors and thus are widely used. In this paper, we obt…
Hierarchical Dirichlet Process and Relative Entropy
Shui Feng
The Hierarchical Dirichlet process is a discrete random measure serving as an important prior in Bayesian non-parametrics. It is motivated with the study of groups of clustered dat…
Strategy-Driven Limit Theorems Associated Bandit Problems
Zengjing Chen, Shui Feng, Guodong Zhang
Motivated by the study of asymptotic behaviour of the bandit problems, we obtain several strategy-driven limit theorems including the law of large numbers, the large deviation prin…
Large Deviations For Randomly Weighted Sums of Random Measures
Shui Feng
Let be a sequence of i.i.d. random probability measures. Independently, for each , let be a random vector of posi…
Bayesian nonparametric analysis of Kingman's coalescent
Stefano Favaro, Shui Feng, Paul A. Jenkins
Kingman's coalescent is one of the most popular models in population genetics. It describes the genealogy of a population whose genetic composition evolves in time according to the…