A gradient boosting and broadband approach to finding Lyman-α emitting galaxies beyond narrowband surveys

A. Vale, A. Paulino-Afonso, A. Humphrey +5

In this work, we test whether gradient-boosting algorithms, trained on broadband photometric data from traditional Lyman-$\hat{I}\pm$ emitting (LAE) surveys, can efficiently and accurately…