3 citations · 5 across the 2 of their papers we have counts for
6 papers
Impact of Geographic Diversity on Citation of Collaborative Research
Cian Naik, Cassidy R. Sugimoto, Vincent Larivière +2
Diversity in human capital is widely seen as critical to creating holistic and high quality research, especially in areas that engage with diverse cultures, environments, and chall…
Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement
Cian Naik, Judith Rousseau, Trevor Campbell
Bayesian coresets approximate a posterior distribution by building a small weighted subset of the data points. Any inference procedure that is too computationally expensive to be r…
Sparse Networks with Core-Periphery Structure
Cian Naik, François Caron, Judith Rousseau
We propose a statistical model for graphs with a core-periphery structure. To do this we define a precise notion of what it means for a graph to have this structure, based on the s…
Quantifying the causal effect of speed cameras on road traffic accidents via an approximate Bayesian doubly robust estimator
Daniel J Graham, Cian Naik, Emma J McCoy +1
This paper quantifies the effect of speed cameras on road traffic collisions using an approximate Bayesian doubly-robust (DR) causal inference estimation method. Previous empirical…
Multiply robust dose-response estimation for multivalued causal inference problems
Cian Naik, Emma J. McCoy, Daniel J. Graham
This paper develops a multiply robust (MR) dose-response estimator for causal inference problems involving multivalued treatments. We combine a family of generalised propensity sco…
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…