59 citations · 64 across the 2 of their papers we have counts for
2 papers
stat.ML2014★ 5 cited
A reversible infinite HMM using normalised random measures
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
We present a nonparametric prior over reversible Markov chains. We use completely random measures, specifically gamma processes, to construct a countably infinite graph with weight…
cs.LG2012★ 59 cited
An Infinite Latent Attribute Model for Network Data
Konstantina Palla, David Knowles, Zoubin Ghahramani
Latent variable models for network data extract a summary of the relational structure underlying an observed network. The simplest possible models subdivide nodes of the network in…