One Pipeline, Many Transformers: Pattern-Specific Imputation Specialists for Tabular Missing Data

Jacob Feitelberg, Dwaipayan Saha, Kyuseong Choi +3

Missing data in tabular datasets forces practitioners into a hard choice: deploy a general-purpose imputer that may perform poorly for the problem at hand, or wait for someone to d…