Comparison of symbolic regression algorithms in Star/galaxy/quasar separation

Rachit Deshpande, Shantanu Desai

This work investigates symbolic regression (SR) as an interpretable alternative to black-box machine learning for the classification of stars, galaxies, and quasars in the Sloan Di…