Yarden Cohen

Bayesian Circular Regression with von Mises Quasi-Processes

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…