Localized Lasso for High-Dimensional Regression

Makoto Yamada, Koh Takeuchi, Tomoharu Iwata +2

We introduce the localized Lasso, which is suited for learning models that are both interpretable and have a high predictive power in problems with high dimensionality $d$ and smal…