Priti C. Shende

Nonlinear PDE models for deep learning architecture stability analysis

Cuddapah Anitha, Vimal Bibhu, Pratik Ghutke, Priti C. Shende, Sachin Harne, G. Sasikala

In this paper: Stability, robustness, and convergence are problems that deep learning systems often have to deal with when training dynamics aren’t linear and there are hostile changes. Nonlinear partial differentia...