On Bayesian inferential tasks with infinite-state jump processes: efficient data augmentation

Iker Perez, Lax Chan, Mercedes Torres Torres +2

Advances in sampling schemes for Markov jump processes have recently enabled multiple inferential tasks. However, in statistical and machine learning applications, we often require…