1 code implementation • 6 Apr 2024 • Suk Yee Yong, K. E. Harborne, Caroline Foster, Robert Bassett, Gregory B. Poole, Mitchell Cavanagh
Since the turn of the century, astronomers have been exploiting the rich information afforded by combining stellar kinematic maps and imaging in an attempt to recover the intrinsic, three-dimensional (3D) shape of a galaxy.
1 code implementation • 11 Jul 2023 • Suk Yee Yong, Cheng Soon Ong
In contrast to baseline approaches for prediction interval estimation, we show that the CQR method provides prediction intervals that adjust to the black hole mass and its related properties.
no code implementations • ICLR 2022 • Russell Tsuchida, Suk Yee Yong, Mohammad Ali Armin, Lars Petersson, Cheng Soon Ong
We show that using a kernelised generalised linear model (kGLM) as an inner problem in a DDN yields a large class of commonly used DEQ architectures with a closed-form expression for the hidden layer parameters in terms of the kernel.
no code implementations • 10 Jul 2018 • Nicholas F. Bate, Georgios Vernardos, Matthew J. O'Dowd, Daniel M. Neri-Larios, Rachel L. Webster, David J. E. Floyd, Robert L. Barone-Nugent, Kathleen Labrie, Anthea L. King, Suk Yee Yong
We find a wide range of power-law indices, from $p=1. 4^{+0. 5}_{-0. 4}$ in B 1422+231 to $p=2. 3^{+0. 5}_{-0. 4}$ in WFI J2026-4536.
Astrophysics of Galaxies