Search Results for author: Bonnie Kirkpatrick

Found 2 papers, 1 papers with code

Divide-and-Conquer with Sequential Monte Carlo

3 code implementations19 Jun 2014 Fredrik Lindsten, Adam M. Johansen, Christian A. Naesseth, Bonnie Kirkpatrick, Thomas B. Schön, John Aston, Alexandre Bouchard-Côté

We propose a novel class of Sequential Monte Carlo (SMC) algorithms, appropriate for inference in probabilistic graphical models.

Bayesian Pedigree Analysis using Measure Factorization

no code implementations NeurIPS 2012 Bonnie Kirkpatrick, Alexandre Bouchard-Côté

Meanwhile, analysis methods have remained limited to pedigrees of <100 individuals which limits analyses to many small independent pedigrees.

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