Nonsmooth Implicit Differentiation for Machine Learning and Optimization

Jérôme Bolte, Tam Le, Edouard Pauwels +1

In view of training increasingly complex learning architectures, we establish a nonsmooth implicit function theorem with an operational calculus. Our result applies to most practic…