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Showing 1 to 1 of 1 for “"neural ratio estimation"”.
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Simulation-based Bayesian machine learning methods for Cosmology and beyond
… Moreover, PolySwyft merges nested sampling and neural ratio estimation into a general Bayesian framework, and the method is a general-purpose algorithm applicable beyond Cosmology. This thesis is divided into five sections. In the first chapter, I elaborate on the physics background of 21-cm …