2 papers
stat.ME2025
Joint Registration and Conformal Prediction for Partially Observed Functional Data
Fangyi Wang, Sebastian Kurtek, Yuan Zhang
Predicting missing segments in partially observed functions is challenging due to infinite-dimensionality, complex dependence within and across observations, and irregular noise. T…
stat.ME2025
Sequential Bayesian Registration for Functional Data
Yoonji Kim, Oksana A. Chkrebtii, Sebastian A. Kurtek
In many modern applications, discretely-observed data may be naturally understood as a set of functions. Functional data often exhibit two confounded sources of variability: amplit…