53 citations · 277 across the 18 of their papers we have counts for
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astro-ph.IM2018★ 53 cited
DeepSource: Point Source Detection using Deep Learning
A. Vafaei Sadr, Etienne. E. Vos, Bruce A. Bassett +3
Point source detection at low signal-to-noise is challenging for astronomical surveys, particularly in radio interferometry images where the noise is correlated. Machine learning i…
astro-ph.CO2018★ 14 cited
Cosmic String Detection with Tree-Based Machine Learning
A. Vafaei Sadr, M. Farhang, S. M. S. Movahed +2
We explore the use of random forest and gradient boosting, two powerful tree-based machine learning algorithms, for the detection of cosmic strings in maps of the cosmic microwave…