Handling Missing Data in Downstream Tasks With Distribution-Preserving Guarantees

Rahul Bordoloi, Clémence Réda, Saptarshi Bej +1

Missing feature values are a significant hurdle for downstream machine-learning tasks such as classification. However, imputation methods for classification might be time-consuming…