Machine Learning in Science, Excellence Cluster Machine Learning, University of Tübingen; Tübingen AI Center; Machine Learning in Science, Excellence Cluster Machine Learning, University of Tübingen; Tübingen AI Center; Department Empirical Inference, Max Planck Institute for Intelligent Systems
Richard Gao, Michael Deistler, Jakob H Macke
simulation-based inference;generalized bayesian inference;neural network;machine learning for science
Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation