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42 Publications visible to you, out of a total of 42

Radio Galaxy Zoo: Knowledge Transfer Using Rotationally Invariant Self-organizing Maps

Astroinformatics

Abstract

Not specified

Authors: T. J. Galvin, M. Huynh, R. P. Norris, X. R. Wang, E. Hopkins, O. I. Wong, S. Shabala, L. Rudnick, M. J. Alger, K. L. Polsterer

Date Published: 1st Oct 2019

Publication Type: Journal

DOI: 10.1088/1538-3873/ab150b

Citation: PASP 131(1004):108009

Created: 14th Feb 2020 at 07:39, Last updated: 5th Mar 2024 at 21:24

Photometric redshift estimation via deep learning. Generalized and pre-classification-less, image based, fully probabilistic redshifts

Astroinformatics

Abstract

Not specified

Authors: A. D’Isanto, K. L. Polsterer

Date Published: 2018

Publication Type: Journal

DOI: 10.1051/0004-6361/201731326

Citation: A&A 609:A111

Created: 7th Sep 2019 at 10:22, Last updated: 5th Mar 2024 at 21:23

Return of the features - Efficient feature selection and interpretation for photometric redshifts

Astroinformatics

Abstract

Not specified

Authors: A. D\’Isanto, S. Cavuoti, F. Gieseke, K. L. Polsterer

Date Published: 2018

Publication Type: Journal

Citation: Astronomy & Astrophysics, 616:A97

Created: 7th Sep 2019 at 12:01, Last updated: 5th Mar 2024 at 21:23

Massively-parallel best subset selection for ordinary least-squares regression

Astroinformatics

Abstract

Not specified

Authors: Fabian Gieseke, Kai Lars Polsterer, Ashish Mahabal, Christian Igel, Tom Heskes

Date Published: 1st Nov 2017

Publication Type: InProceedings

DOI: 10.1109/SSCI.2017.8285225

Citation: 2017 IEEE Symposium Series on Computational Intelligence (SSCI),pp.1-8,IEEE

Created: 7th Sep 2019 at 10:22, Last updated: 5th Mar 2024 at 21:23

Astroinformatics; a new discipline or business as usual?

Astroinformatics

Abstract

Not specified

Author: K. L. Polsterer

Date Published: 1st Sep 2017

Publication Type: InProceedings

Citation: In Astronomical Data Analysis Software an Systems XXVII (ADASS XXVII), vol. 496 of Astronomical Society of the Pacific Conference Series, Eds: Taylor, A. R. and Rosolowsky, E., Sep 2017

Created: 7th Sep 2019 at 10:22, Last updated: 5th Mar 2024 at 21:23

Uncertain photometric redshifts via combining deep convolutional and mixture density networks

Astroinformatics

Abstract

Not specified

Authors: A. D’Isanto, K. L. Polsterer

Date Published: 2017

Publication Type: InProceedings

Citation: In 25th European Symposium on Artificial Neural Networks, ESANN 2015, Bruges, Belgium, April 26-28, 2017

Created: 5th May 2020 at 15:41, Last updated: 5th Mar 2024 at 21:24

Dealing with Uncertain Multimodal Photometric Redshift Estimations

Astroinformatics

Abstract

Not specified

Author: Kai L. Polsterer

Date Published: 1st Oct 2016

Publication Type: Journal

Citation: Proc. IAU 12(S325):156-165. 2016

Created: 7th Sep 2019 at 07:35, Last updated: 5th Mar 2024 at 21:23

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