Roberto Neglia

ResCP: Reservoir Conformal Prediction for Time Series Forecasting

Conformal prediction offers a powerful framework for building distribution-free prediction intervals for exchangeable data. Existing methods that extend conformal prediction to sequential data rely on fitting a relatively complex model to capture temporal dependencies. However, these metho…