2 papers
stat.ML2025
Weighted Conformal Prediction Provides Adaptive and Valid Mask-Conditional Coverage for General Missing Data Mechanisms
Jiarong Fan, Juhyun Park. Thi Phuong Thuy Vo, Nicolas Brunel
Conformal prediction (CP) offers a principled framework for uncertainty quantification, but it fails to guarantee coverage when faced with missing covariates. In addressing the het…
stat.ME2025
Shape Analysis of Euclidean Curves under Frenet-Serret Framework
Perrine Chassat, Juhyun Park, Nicolas Brunel
Geometric frameworks for analyzing curves are common in applications as they focus on invariant features and provide visually satisfying solutions to standard problems such as comp…