A Birth-Death Process for Feature Allocation

Konstantina Palla, David A. Knowles, Zoubin Ghahramani

Abstract: We propose a Bayesian nonparametric prior over feature allocations for sequential data, the birth-death feature allocation process (BDFP). The BDFP models the evolution of the feature allocation of...