l1 regularization path for functional features Manuel Loth and Philippe Preux
In: Sparsity in Machine Learning and Statistics workshop, 1-3 Apr 2009, Cumberland Lodge, UK.
Abstract
We consider the LASSO problem. Here, we propose ECON, a LARS-like algorithm that deals with parametrized features and finds their best parametrization.
