Locally Regularized Neural Differential Equations: Some Black Boxes Were Meant to Remain Closed!

Avik Pal, Alan Edelman, Chris Rackauckas

Implicit layer deep learning techniques, like Neural Differential Equations, have become an important modeling framework due to their ability to adapt to new problems automatically…