198 citations · 888 across the 47 of their papers we have counts for
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math.ST2018★ 4 cited
Bayesian Linear Regression for Multivariate Responses Under Group Sparsity
Bo Ning, Seonghyun Jeong, Subhashis Ghosal
We study frequentist properties of a Bayesian high-dimensional multivariate linear regression model with correlated responses. The predictors are separated into many groups and the…
math.ST2018★ 1 cited
Posterior Contraction and Credible Sets for Filaments of Regression Functions
Wei Li, Subhashis Ghosal
A filament consists of local maximizers of a smooth function when moving in a certain direction. A filamentary structure is an important feature of the shape of an object and i…