2025
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression
ICML 2025poster
Conformal prediction provides a powerful framework for constructing distribution-free prediction regions with finite-sample coverage guarantees. While extensively studied in univariate settings, its extension to multi-output problems presents additional challenges, including complex output dependenc…