Sharon-Lise Normand

Multi-Source Conformal Inference Under Distribution Shift

Recent years have experienced increasing utilization of complex machine learning models across multiple sources of data to inform more generalizable decision-making. However, distribution shifts across data sources and privacy concerns related to sharing individual-level data, coupled with a lack of…