Delaunay-Triangulation-Based Learning with Hessian Total-Variation Regularization

Mehrsa Pourya, Alexis Goujon, Michael Unser

Regression is one of the core problems tackled in supervised learning. Rectified linear unit (ReLU) neural networks generate continuous and piecewise-linear (CPWL) mappings and are…