Drift-Aware Spectral Conformal Prediction for Non-Exchangeable Streaming Data

Jeffery Opoku, David Banahene

Conformal prediction provides distribution-free prediction intervals under exchangeability, but many modern data streams are neither independent nor stable. They exhibit recurring…