arXiv stat.ML
· Papers
Deep Residual Networks Learn the Geodesic Curve in the Wasserstein Space
arXiv:2102.09235v3 Announce Type: replace-cross Abstract: Recent studies revealed the mathematical connection between deep neural networks (DNNs) and dynamic systems. However, the specific dynamics that DNNs, especially deep residual networks (ResNets), tend to learn during training remain insufficiently characterized.