1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2021★ 1 cited
Clustered active-subspace based local Gaussian Process emulator for high-dimensional and complex computer models
Junda Xiong, Xin Cai, Jinglai Li
Quantifying uncertainties in physical or engineering systems often requires a large number of simulations of the underlying computer models that are computationally intensive. Emul…
stat.CO2019
Bayesian inverse regression for dimension reduction with small datasets
Xin Cai, Guang Lin, Jinglai Li
We consider supervised dimension reduction problems, namely to identify a low dimensional projection of the predictors $\-x$ which can retain the statistical relationship between $…