Doubly stable feature selection perturbs the design matrix with increasing additive noise, fits a base selector like Lasso on each perturbed version, and aggregates selection frequencies to identify features stable across both subsampling and design noise levels.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
2D Stability Selection: Design Jittering for Doubly Stable Feature Selection
Doubly stable feature selection perturbs the design matrix with increasing additive noise, fits a base selector like Lasso on each perturbed version, and aggregates selection frequencies to identify features stable across both subsampling and design noise levels.