Exploiting active subspaces of hyperparameters for efficient high-dimensional Kriging modeling
Liming Chen, Haobo Qiu, Liang Gao, Zan Yang, Danyang Xu
Topics & Concepts
HyperparameterSubspace topologyKrigingLinear subspaceComputer scienceParameterized complexityVariogramSet (abstract data type)AlgorithmMachine learningArtificial intelligenceMathematical optimizationMathematicsProgramming languageGeometryAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsProbabilistic and Robust Engineering Design