Journal of Machine Learning Research · 2010 · 294 citations · 0 references
ComputingComputational EngineeringComputer ScienceDesign OptimizationMachine LearningOptimizationComputational ModelingDesign SimulationOptimization For Machine LearningParameter OptimizationSurrogate ModelingSurrogate-based OptimizationActive Learning For OptimizationAdaptive SamplingArtificial Neural Network SurrogatesHyperparameter OptimizationMachine Learning SurrogatesNeural Network SurrogatesRegression SurrogatesSurrogate Model Construction
An exceedingly large number of scientific and engineering fields are confronted with the need for computer simulations to study complex, real world phenomena or solve challenging design problems. H...