机译:A FULLY BAYESIAN GRADIENT-FREE SUPERVISED DIMENSION REDUCTION METHOD USING GAUSSIAN PROCESSES
Georgia Inst Technol;
GE Res;
surrogate modeling; high-dimensional input space; dimensionality reduction; uncertainty quantification; active subspace; Bayesian inference; Gaussian process regression;