no code implementations • 30 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