Failures of Gradient-Based Deep Learning

Shai Shalev-Shwartz, Ohad Shamir, Shaked Shammah

Abstract: In recent years, Deep Learning has become the go-to solution for a broad range of applications, often outperforming state-of-the-art. However, it is important, for both theoreticians and practition...