68 citations · 319 across the 71 of their papers we have counts for
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math.ST2019★ 2 cited
Gaussian Processes with Errors in Variables: Theory and Computation
Shuang Zhou, Debdeep Pati, Tianying Wang +2
Covariate measurement error in nonparametric regression is a common problem in nutritional epidemiology and geostatistics, and other fields. Over the last two decades, this problem…
math.ST2019★ 3 cited
Bayesian Graph Selection Consistency Under Model Misspecification
Yabo Niu, Debdeep Pati, Bani Mallick
Gaussian graphical models are a popular tool to learn the dependence structure in the form of a graph among variables of interest. Bayesian methods have gained in popularity in the…