Bayesian inference using Gaussian process surrogates in cancer modeling
Heber L. Rocha, João Vitor de O. Silva, Renato S. Silva, Ernesto A. B. F. Lima, Regina C. Almeida
Topics & Concepts
Gaussian processParametric statisticsComputer scienceSurrogate modelInferenceApproximate Bayesian computationKrigingMetamodelingComputationBayesian inferenceUncertainty quantificationAlgorithmBayesian probabilityMachine learningData miningArtificial intelligenceGaussianMathematicsStatisticsQuantum mechanicsProgramming languagePhysicsMathematical Biology Tumor GrowthGaussian Processes and Bayesian InferenceGene Regulatory Network Analysis