Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness

Carsten Hartmann, Lorenz Richter

The recent advances in machine learning in various fields of applications can be largely attributed to the rise of deep learning (DL) methods and architectures. Despite being a key…