2 papers
stat.ML2026
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 locati…
stat.ME2025
Conformal Anomaly Detection for Functional Data with Elastic Distance Metrics
Jason Adams, Brandon Berman, Joshua Michalenko +1
This paper considers the problem of outlier detection in functional data analysis focusing particularly on the more difficult case of shape outliers. We present an inductive confor…