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Matthew J. Alger
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Radio Galaxy Zoo: Claran – a deep learning classifier for radio morphologies
C Wu, OI Wong, L Rudnick, SS Shabala, MJ Alger, JK Banfield, CS Ong, ...
Monthly Notices of the Royal Astronomical Society 482 (1), 1211-1230, 2019
1172019
Radio Galaxy Zoo: machine learning for radio source host galaxy cross-identification
MJ Alger, JK Banfield, CS Ong, L Rudnick, OI Wong, C Wolf, H Andernach, ...
Monthly Notices of the Royal Astronomical Society 478 (4), 5547-5563, 2018
542018
Radio galaxy zoo: Unsupervised clustering of convolutionally auto-encoded radio-astronomical images
NO Ralph, RP Norris, G Fang, LAF Park, TJ Galvin, MJ Alger, ...
Publications of the Astronomical Society of the Pacific 131 (1004), 108011, 2019
502019
Radio galaxy zoo: Knowledge transfer using rotationally invariant self-organizing maps
TJ Galvin, M Huynh, RP Norris, XR Wang, E Hopkins, OI Wong, ...
Publications of the Astronomical Society of the Pacific 131 (1004), 108009, 2019
252019
Mapping and Monitoring the Multi-Decadal Dynamics of Australia’s Open Waterbodies Using Landsat
CE Krause, V Newey, MJ Alger, L Lymburner
Remote Sensing 13 (8), 1437, 2021
212021
Heightened Faraday Complexity in the inner 1 kpc of the Galactic Centre
JD Livingston, NM McClure-Griffiths, BM Gaensler, A Seta, MJ Alger
Monthly Notices of the Royal Astronomical Society 502 (3), 3814-3828, 2021
172021
Interpretable Faraday complexity classification
MJ Alger, JD Livingston, NM McClure-Griffiths, JL Nabaglo, OI Wong, ...
Publications of the Astronomical Society of Australia 38, 2021
102021
Deep Inverse Reinforcement Learning
M Alger
http://courses.cecs.anu.edu.au/courses/CSPROJECTS/15S2/Reports …, 2015
72015
Learning to Identify Extragalactic Radio Sources
MJ Alger
12021
ClaRAN: Classifying Radio sources Automatically with Neural networks
C Wu, OI Wong, L Rudnick, SS Shabala, MJ Alger, JK Banfield, CS Ong, ...
Astrophysics Source Code Library, ascl: 2105.018, 2021
2021
Investigating Reward Modulation in Denoising Autoencoders
M Alger
Felix Qui Potuit Rerum Cognoscere Causas 11, 23, 2015
2015
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Articles 1–11