2 papers
cs.LG2025
Using Constraints to Discover Sparse and Alternative Subgroup Descriptions
Jakob Bach
Subgroup-discovery methods allow users to obtain simple descriptions of interesting regions in a dataset. Using constraints in subgroup discovery can enhance interpretability even…
cs.LG2025
Finding Optimal Diverse Feature Sets with Alternative Feature Selection
Jakob Bach
Feature selection is popular for obtaining small, interpretable, yet highly accurate prediction models. Conventional feature-selection methods typically yield one feature set only,…