49 citations · 181 across the 8 of their papers we have counts for
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astro-ph.IM2025★ 5 cited
How to set up your first machine learning project in astronomy
Johannes Buchner, Sotiria Fotopoulou
Large, freely available, well-maintained data sets have made astronomy a popular playground for machine learning projects. Nevertheless, robust insights gained to both machine lear…
astro-ph.IM2024★ 45 cited
A review of unsupervised learning in astronomy
Sotiria Fotopoulou
This review summarizes popular unsupervised learning methods, and gives an overview of their past, current, and future uses in astronomy. Unsupervised learning aims to organise the…