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Approximate Inference for Constructing Astronomical Catalogs from Images
We present a new, fully generative model for constructing astronomical c...
02/28/2018 ∙ by Jeffrey Regier, et al. ∙
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Cataloging the Visible Universe through Bayesian Inference at Petascale
Astronomical catalogs derived from wide-field imaging surveys are an imp...
01/31/2018 ∙ by Jeffrey Regier, et al. ∙
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Learning an Astronomical Catalog of the Visible Universe through Scalable Bayesian Inference
Celeste is a procedure for inferring astronomical catalogs that attains ...
11/10/2016 ∙ by Jeffrey Regier, et al. ∙
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Celeste: Variational inference for a generative model of astronomical images
We present a new, fully generative model of optical telescope image sets...
06/03/2015 ∙ by Jeffrey Regier, et al. ∙
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