NeurIPS 2020

The Complete Lasso Tradeoff Diagram

Meta Review

After extensive discussion and additional feedback from the authors the consensus is that it is an original contribution that sheds light on the limitations of the lasso as a feature selection procedure. One reviewer criticized the fact that the used techniques can only deal with independent covariates, though the authors may want to point out that this could be considered the possibly "easiest" case for feature selection, and the stated results highlight that already in this case the power of lasso is limited.