Weakly supervised machine learning for model-agnostic searches of new phenomena in the $\gamma$-ray sky

Michael Krämer, Silvia Manconi, Kathrin Nippel

The $\gamma$-ray sky, as observed by the Fermi Large Area Telescope, contains a significant number of unassociated sources that may point to new astrophysical populations or more exotic…