Search Results for author: Cian Naik

Found 2 papers, 1 papers with code

Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement

1 code implementation18 Mar 2022 Cian Naik, Judith Rousseau, Trevor Campbell

Bayesian coresets approximate a posterior distribution by building a small weighted subset of the data points.

Bayesian Nonparametrics for Sparse Dynamic Networks

no code implementations6 Jul 2016 Cian Naik, Francois Caron, Judith Rousseau, Yee Whye Teh, Konstantina Palla

In this paper we propose a Bayesian nonparametric approach to modelling sparse time-varying networks.

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