Predicting the generalization gap in neural networks using topological data analysis

Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta +3

Understanding how neural networks generalize on unseen data is crucial for designing more robust and reliable models. In this paper, we study the generalization gap of neural netwo…