7 citations · 9 across the 2 of their papers we have counts for
2 papers
stat.ML2015★ 2 cited
Sparse Pseudo-input Local Kriging for Large Spatial Datasets with Exogenous Variables
Babak Farmanesh, Arash Pourhabib
We study large-scale spatial systems that contain exogenous variables, e.g. environmental factors that are significant predictors in spatial processes. Building predictive models f…
stat.ML2015★ 7 cited
A Bayesian framework for functional calibration of expensive computational models through non-isometric matching
Babak Farmanesh, Arash Pourhabib, Balabhaskar Balasundaram +1
We study statistical calibration, i.e., adjusting features of a computational model that are not observable or controllable in its associated physical system. We focus on functiona…