2025
Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination
ICML 2025poster
This paper introduces two novel criteria: one for feature selection and another for feature elimination in the context of best subset selection, which is a benchmark problem in statistics and machine learning. From the perspective of optimization, we revisit the classical selection and elimination c…