Multi-source conformal prediction: leveraging heterogeneity via localization

Rohan Hore, Anirban Chatterjee, Sayantan Choudhury

Many modern prediction tasks involve data from multiple heterogeneous sources, while the test distribution may differ substantially from any individual source. Although heterogenei…