14 citations · 28 across the 4 of their papers we have counts for
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3 papers · 1 filter
stat.ME2016★ 3 cited
Paired-move multiple-try stochastic search for Bayesian variable selection
Xu Chen, Shaan Qamar, Surya T. Tokdar
Variable selection is a key issue when analyzing high-dimensional data. The explosion of data with large sample sizes and dimensionality brings new challenges to this problem in bo…
stat.ME2015★ 3 cited
Bayesian Tensor Regression
Rajarshi Guhaniyogi, Shaan Qamar, David B. Dunson
This article proposes a Bayesian approach to regression with a scalar response against vector and tensor covariates. Tensor covariates are commonly vectorized prior to analysis, fa…
stat.ME2014★ 8 cited
Additive Gaussian Process Regression
Shaan Qamar, Surya T. Tokdar
Additive-interactive regression has recently been shown to offer attractive minimax error rates over traditional nonparametric multivariate regression in a wide variety of settings…