166 citations · 414 across the 20 of their papers we have counts for
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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 …
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…
Multi-Component Imaging of the Fermi Gamma-ray Sky in the Spatio-spectral Domain
Lukas I. Platz, Jakob Knollmüller, Philipp Arras +4
We perform two distinct spatio-spectral reconstructions of the gamma-ray sky in the range of 0.56-316 GeV based on Fermi Large Area Telescope (LAT) data. Both describe the sky brig…