Importance nested sampling with normalising flows

We present an improved version of the nested sampling algorithm nessai in which the core algorithm is modified to use importance weights. In the modified algorithm, samples are drawn from a mixture of normalising flows and the requirement for samples to be independently and identically distributed (...

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Bibliografiske detaljer
Main Authors: Michael J Williams, John Veitch, Chris Messenger
Format: Article
Sprog:English
Udgivet: IOP Publishing 2023-01-01
Serier:Machine Learning: Science and Technology
Fag:
Online adgang:https://doi.org/10.1088/2632-2153/acd5aa