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stat.ML2015★ 24 cited
Variational Gaussian Copula Inference
Shaobo Han, Xuejun Liao, David B. Dunson +1
We utilize copulas to constitute a unified framework for constructing and optimizing variational proposals in hierarchical Bayesian models. For models with continuous and non-Gauss…
stat.ML2014
Multiscale Shrinkage and Lévy Processes
Xin Yuan, Vinayak Rao, Shaobo Han +1
A new shrinkage-based construction is developed for a compressible vector , for cases in which the components of $\xv$ are naturally associated with…