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Likelihood-free inference via classification

Increasingly complex generative models are being used across disciplines as they allow for realistic characterization of data, but a common difficulty with them is the prohibitively large computational cost to evaluate the likelihood function and thus to perform likelihood-based statistical inferenc...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Stat Comput
Prif Awduron: Gutmann, Michael U., Dutta, Ritabrata, Kaski, Samuel, Corander, Jukka
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Springer US 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6956883/
https://ncbi.nlm.nih.gov/pubmed/31997856
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11222-017-9738-6
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