Search Results for author: Anthony Y. C. Kuk

Found 1 papers, 0 papers with code

Efficient variational inference for generalized linear mixed models with large datasets

no code implementations30 Jul 2013 David J. Nott, Minh-Ngoc Tran, Anthony Y. C. Kuk, Robert Kohn

We propose a divide and recombine strategy for the analysis of large datasets, which partitions a large dataset into smaller pieces and then combines the variational distributions that have been learnt in parallel on each separate piece using the hybrid Variational Bayes algorithm.

Methodology

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