Xiaoniu Yang

Understanding the Dynamics of DNNs Using Graph Modularity

"There are good arguments to support the claim that deep neural networks (DNNs) capture better feature representations than the previous hand-crafted feature engineering, which leads to a significant performance improvement. In this paper, we move a tiny step towards understanding the dynamics of fe…