2025
Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant
ICML 2025poster
The sparse-group lasso performs both variable and group selection, simultaneously using the strengths of the lasso and group lasso. It has found widespread use in genetics, a field that regularly involves the analysis of high-dimensional data, due to its sparse-group penalty, which allows it to util…