Incorporating expert prior in Bayesian optimisation via space warping
Anil Ramachandran, Sunil Gupta, Santu Rana, Cheng Li, Svetha Venkatesh
Topics & Concepts
Computer sciencePrior probabilityHyperparameterMathematical optimizationGaussian processBayesian optimizationFunction (biology)Benchmark (surveying)Bayesian probabilityMachine learningArtificial intelligenceAlgorithmMathematicsGaussianQuantum mechanicsGeographyBiologyPhysicsEvolutionary biologyGeodesyMachine Learning and Data ClassificationMachine Learning and AlgorithmsGaussian Processes and Bayesian Inference