59 citations · 140 across the 14 of their papers we have counts for
4 papers · 1 filter
Enhancing Content Moderation with Culturally-Aware Models
Alex J. Chan, José Luis Redondo García, Fabrizio Silvestri +2
Content moderation on a global scale must navigate a complex array of local cultural distinctions, which can hinder effective enforcement. While global policies aim for consistency…
Bayesian Nonparametrics for Sparse Dynamic Networks
Cian Naik, Francois Caron, Judith Rousseau +2
In this paper we propose a Bayesian nonparametric approach to modelling sparse time-varying networks. A positive parameter is associated to each node of a network, which models the…
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…
A dependent partition-valued process for multitask clustering and time evolving network modelling
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
The fundamental aim of clustering algorithms is to partition data points. We consider tasks where the discovered partition is allowed to vary with some covariate such as space or t…