Structured Lasso for convex nonparametric least squares: An application to Swedish electricity distribution networks

Zhiqiang Liao, Zhaonan Qu

We study the problem of variable selection in convex nonparametric least squares (CNLS). Whereas the least absolute shrinkage and selection operator (Lasso) is a popular technique…