Wenlu Tang

Adaptive Conformal Prediction via Mixture-of-Experts Gating Similarity

Prediction intervals are essential for applying machine learning models in real applications, yet most conformal prediction (CP) methods provide coverage guarantees that overlook the heterogeneity and domain knowledge that characterize modern multimodal datasets. We introduce Mixture-of-Experts Conf…