Hierarchical shrinkage Gaussian processes: applications to computer code emulation and dynamical system recovery

Tao Tang, Simon Mak, David Dunson

In many areas of science and engineering, computer simulations are widely used as proxies for physical experiments, which can be infeasible or unethical. Such simulations can often…