Counterfactual Gate-Support Decomposition: Separating Selection from Redistribution in Training-Data Filtering

Hyojung Han, Jongmin Kim, Seung-Hun Jeon

A training-data quality gate changes both which examples survive within regions of the input space and how training mass is distributed across those regions, so a gate-versus-rando…