Parallelized integrated nested Laplace approximations for fast Bayesian inference
Lisa Gaedke-Merzhäuser, Janet van Niekerk, Olaf Schenk, Håvard Rue
Topics & Concepts
Computer scienceSolverLeverage (statistics)Laplace's methodInferenceBayesian inferenceBayesian probabilityApproximate inferenceParallel computingAlgorithmTheoretical computer scienceMachine learningArtificial intelligenceProgramming languageGaussian Processes and Bayesian InferenceStatistical Methods and Bayesian InferenceBayesian Modeling and Causal Inference