Smoothing the Edges: Smooth Optimization for Sparse Regularization using Hadamard Overparametrization

Chris Kolb, Christian L. Müller, Bernd Bischl +1

We present a framework for smooth optimization of explicitly regularized objectives for (structured) sparsity. These non-smooth and possibly non-convex problems typically rely on s…