GPz: Non-stationary sparse Gaussian processes for heteroscedastic uncertainty estimation in photometric redshifts

The next generation of cosmology experiments will be required to use photometric redshifts rather than spectroscopic redshifts. Obtaining accurate and well-characterized photometric redshift distributions is therefore critical for Euclid, the Large Synoptic Survey Telescope and the Square Kilometre...

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Bibliografske podrobnosti
Main Authors: Almosallam, I, Jarvis, M, Roberts, S
Format: Journal article
Izdano: Oxford University Press 2016