1 code implementation • 5 Aug 2021 • Shufei Ge, Shijia Wang, Lloyd Elliott
In this work, we focus on Bayesian nonparametric methods for capturing shapes by partitioning a space using curves.
no code implementations • NeurIPS 2012 • Lloyd Elliott, Yee W. Teh
We present a Bayesian nonparametric model for genetic sequence data in which a set of genetic sequences is modelled using a Markov model of partitions.
no code implementations • NeurIPS 2011 • Yee W. Teh, Charles Blundell, Lloyd Elliott
We propose a novel class of Bayesian nonparametric models for sequential data called fragmentation-coagulation processes (FCPs).