Fast likelihood-free cosmology with neural density estimators and active learning
Work
Year: 2019
Type: article
Abstract: Likelihood-free inference provides a framework for performing rigorous Bayesian inference using only forward simulations, properly accounting for all physical and observational effects that can be su... more
Institutions Imperial College London, Stockholm University, Flatiron Health (United States), Flatiron Institute, Sorbonne Université +2 more
Cites: 113
Cited by: 175
Related to: 10
FWCI: 13.09
Citation percentile (by year/subfield): 100
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Partnerships for the goals
Open Access status: green