166 citations · 377 across the 22 of their papers we have counts for
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cs.LG2022★ 4 cited
Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR)
Gordian Edenhofer, Reimar H. Leike, Philipp Frank +1
Gaussian Processes (GPs) are highly expressive, probabilistic models. A major limitation is their computational complexity. Naively, exact GP inference requires …
astro-ph.GA2022★ 8 cited
The Musca molecular cloud: The perfect "filament" is still a sheet
A. Tritsis, F. Bouzelou, R. Skalidis +3
The true 3-dimensional (3D) morphology of the Musca molecular cloud is a topic that has received significant attention lately. Given that Musca does not exhibit intense star-format…
astro-ph.GA2022★ 5 cited
The Galactic 3D large-scale dust distribution via Gaussian process regression on spherical coordinates
R. H. Leike, G. Edenhofer, J. Knollmüller +3
Knowing the Galactic 3D dust distribution is relevant for understanding many processes in the interstellar medium and for correcting many astronomical observations for dust absorpt…