Photometric redshifts for the S-PLUS Survey: Is machine learning up to the task?-Reference-Cited by-同舟云学术

Photometric redshifts for the S-PLUS Survey: Is machine learning up to the task?

Published:2022-01 Issue: Volume:38 Page:100510
ISSN:2213-1337
Container-title:Astronomy and Computing
language:en
Short-container-title:Astronomy and Computing

Author:

Lima E.V.R.^ORCID,Sodré L.^ORCID,Bom C.R.,Teixeira G.S.M.^ORCID,Nakazono L.,Buzzo M.L.^ORCID,Queiroz C.^ORCID,Herpich F.R.^ORCID,Castellon J.L. Nilo,Dantas M.L.L.^ORCID,Dors O.L.,Souza R.C. Thom de^ORCID,Akras S.^ORCID,Jiménez-Teja Y.^ORCID,Kanaan A.,Ribeiro T.,Schoennell W.

Funder

CAPES

CNPq

Publisher

Elsevier BV

Subject

Computer Science Applications,Astronomy and Astrophysics,Space and Planetary Science

Reference61 articles.

1. TensorFlow: A system for large-scale machine learning;Abadi,2016

2. Theano: A Python framework for fast computation of mathematical expressions;Al-Rfou,2016

3. The PAU Survey: an improved photo-z sample in the COSMOS field;Alarcon;MNASSA,2021

4. Heteroscedastic Gaussian Processes for Uncertain and Incomplete Data;Almosallam,2017

5. GPz: non-stationary sparse Gaussian processes for heteroscedastic uncertainty estimation in photometric redshifts;Almosallam;Mon. Not. R. Astron. Soc.,2016

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