Bayesian semiparametric modelling of phase-varying point processes

Bastian Galasso, Yoav Zemel, Miguel de Carvalho

We propose a Bayesian semiparametric approach for registration of multiple point processes. Our approach entails modelling the mean measures of the phase-varying point processes wi…