28 citations · 28 across the 7 of their papers we have counts for
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math.ST2020★ 28 cited
Gibbs sampler and coordinate ascent variational inference: a set-theoretical review
Se Yoon Lee
One of the fundamental problems in Bayesian statistics is the approximation of the posterior distribution. Gibbs sampler and coordinate ascent variational inference are renownedly…
math.ST2020
Tail-adaptive Bayesian shrinkage
Se Yoon Lee, Peng Zhao, Debdeep Pati +1
Robust Bayesian methods for high-dimensional regression problems under diverse sparse regimes are studied. Traditional shrinkage priors are primarily designed to detect a handful o…
stat.ME2020
Directionally Dependent Multi-View Clustering Using Copula Model
Kahkashan Afrin, Ashif S. Iquebal, Mostafa Karimi +3
In recent biomedical scientific problems, it is a fundamental issue to integratively cluster a set of objects from multiple sources of datasets. Such problems are mostly encountere…