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38 Publications visible to you, out of a total of 38

Birds of a Feather Session on Machine Learning in Astronomy

Astroinformatics

Abstract

Not specified

Author: K. L. Polsterer

Date Published: 18th Nov 2020

Publication Type: InProceedings

Citation:

Created: 5th Mar 2021 at 16:42, Last updated: 5th Mar 2024 at 21:24

Cataloguing the radio-sky with unsupervised machine learning: a new approach for the SKA era

Astroinformatics

Abstract

Not specified

Authors: T J Galvin, M T Huynh, R P Norris, X R Wang, E Hopkins, K Polsterer, N O Ralph, A N O’Brien, G H Heald

Date Published: 1st Sep 2020

Publication Type: Journal

DOI: 10.1093/mnras/staa1890

Citation: Monthly Notices of the Royal Astronomical Society 497(3):2730-2758

Created: 11th Jan 2021 at 12:31, Last updated: 5th Mar 2024 at 21:24

Optical continuum photometric reverberation mapping of the Seyfert-1 galaxy Mrk509

Astroinformatics

Abstract

Not specified

Authors: F Pozo Nuñez, N Gianniotis, J Blex, T Lisow, R Chini, K L Polsterer, J-U Pott, J Esser, G Pietrzyński

Date Published: 9th Oct 2019

Publication Type: Journal

DOI: 10.1093/mnras/stz2830

Citation: Monthly Notices of the Royal Astronomical Society 490(3):3936-3951

Created: 18th Oct 2019 at 10:11, Last updated: 5th Mar 2024 at 21:23

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

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