The Geometry and Well-Posedness of Sparse Regularized Linear Regression

Jasper Marijn Everink, Yiqiu Dong, Martin Skovgaard Andersen

In this work, we study the well-posedness of certain sparse regularized linear regression problems, i.e., the existence, uniqueness and continuity of the solution map with respect…