Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior

Fadhel Ayed, Juho Lee, Francois Caron

Abstract: Bayesian nonparametric approaches, in particular the Pitman-Yor process and the associated two-parameter Chinese Restaurant process, have been successfully used in applications where the data exhib...