2025
Bayesian Circular Regression with von Mises Quasi-Processes
AISTATS 2025poster
The need for regression models to predict circular values arises in many scientific fields. In this work we explore a family of expressive and interpretable distributions over circle-valued random functions related to Gaussian processes targeting two Euclidean dimensions conditioned on the unit circ…