On kernel functions for bi-fidelity Gaussian process regressions
Pramudita Satria Palar, Lucia Parussini, Luigi Bregant, Koji Shimoyama, Lavi Rizki Zuhal
Topics & Concepts
Kernel (algebra)KrigingGaussian processComputer scienceKernel embedding of distributionsAlgorithmAutoregressive modelVariable kernel density estimationModel selectionRadial basis function kernelFidelityKernel methodGaussianMathematical optimizationMathematicsMachine learningStatisticsSupport vector machinePhysicsTelecommunicationsCombinatoricsQuantum mechanicsAdvanced Multi-Objective Optimization AlgorithmsGaussian Processes and Bayesian InferenceProbabilistic and Robust Engineering Design