A Margin-based Multiclass Generalization Bound via Geometric Complexity

Michael Munn, Benoit Dherin, Javier Gonzalvo

There has been considerable effort to better understand the generalization capabilities of deep neural networks both as a means to unlock a theoretical understanding of their succe…