Improving Model Safety by Targeted Error Correction

Abolfazl Mohammadi-Seif, Ricardo Baeza-Yates

The widespread adoption of machine learning in critical applications demands techniques to mitigate high-consequence errors. Our method utilizes a dual-classifier GBDT pipeline to…