A topological description of loss surfaces based on Betti Numbers

Maria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Monica Bianchini +2

In the context of deep learning models, attention has recently been paid to studying the surface of the loss function in order to better understand training with methods based on g…