15 citations · 49 across the 17 of their papers we have counts for
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stat.ME2020★ 3 cited
Consistent Model-based Clustering: using the Quasi-Bernoulli Stick-Breaking Process
Cheng Zeng, Jeffrey W. Miller, Leo L. Duan
In mixture modeling and clustering applications, the number of components and clusters is often not known. A stick-breaking mixture model, such as the Dirichlet process mixture mod…
stat.ME2020★ 1 cited
Bayesian Inference with the l1-ball Prior: Solving Combinatorial Problems with Exact Zeros
Maoran Xu, Leo L. Duan
The l1-regularization is very popular in high dimensional statistics -- it changes a combinatorial problem of choosing which subset of the parameter are zero, into a simple continu…
stat.ME2020
Bayesian Multi-scale Modeling of Factor Matrix without using Partition Tree
Maoran Xu, Leo L. Duan
The multi-scale factor models are particularly appealing for analyzing matrix- or tensor-valued data, due to their adaptiveness to local geometry and intuitive interpretation. Howe…