Towards reliable uncertainty quantification via deep ensemble in multi-output regression task
Sunwoong Yang, Kwanjung Yee
Topics & Concepts
Computer scienceArtificial intelligenceRegressionCalibrationMachine learningUncertainty quantificationInferenceBayesian probabilityContext (archaeology)Gaussian processTask (project management)Ensemble learningBayesian inferenceGaussianStatisticsMathematicsPhysicsQuantum mechanicsEconomicsBiologyManagementPaleontologyGaussian Processes and Bayesian InferenceProbabilistic and Robust Engineering DesignAdvanced Multi-Objective Optimization Algorithms