Collin Nill

Manifold Constrained Conformal Prediction for Spatial Events

Collin Nill, Trevor Harris, Jason Adams

We introduce a new conformal prediction method that constructs calibrated prediction sets over collections of spatial events, such as tropical cyclone genesis and earthquake locations. Forecasting natural hazards has become increasingly important, due to their significant economi…Read more