15 citations · 49 across the 17 of their papers we have counts for
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stat.ML2018★ 15 cited
Bayesian Distance Clustering
Leo L Duan, David B Dunson
Model-based clustering is widely-used in a variety of application areas. However, fundamental concerns remain about robustness. In particular, results can be sensitive to the choic…
stat.ML2018★ 1 cited
Mixed-Stationary Gaussian Process for Flexible Non-Stationary Modeling of Spatial Outcomes
Leo L. Duan, Xia Wang, Rhonda D. Szczesniak
Gaussian processes (GPs) are commonplace in spatial statistics. Although many non-stationary models have been developed, there is arguably a lack of flexibility compared to equippi…
stat.ME2018
Bayesian Constraint Relaxation
Leo L Duan, Alexander L Young, Akihiko Nishimura +1
Prior information often takes the form of parameter constraints. Bayesian methods include such information through prior distributions having constrained support. By using posterio…