Accelerated sampling for the Indian Buffet Process
Proceedings of the 26th Annual International Conference on Machine Learning (ICML '09)
By Finale Doshi-Velez, Zoubin Ghahramani
Issue Date:June 2009
We often seek to identify co-occurring hidden features in a set of observations. The Indian Buffet Process (IBP) provides a non-parametric prior on the features present in each observation, but current inference techniques for the IBP often scale poorly. T...