Solar: $L_0$ solution path averaging for fast and accurate variable selection in high-dimensional data

Ning Xu, Timothy C. G. Fisher

We propose a new variable selection algorithm, subsample-ordered least-angle regression (solar), and its coordinate descent generalization, solar-cd. Solar re-constructs lasso path…