20 citations · 26 across the 2 of their papers we have counts for
Showing stat.COShow all
2 papers · 1 filter
stat.CO2018
GaussianProcesses.jl: A Nonparametric Bayes package for the Julia Language
Jamie Fairbrother, Christopher Nemeth, Maxime Rischard +2
Gaussian processes are a class of flexible nonparametric Bayesian tools that are widely used across the sciences, and in industry, to model complex data sources. Key to applying Ga…
stat.CO2018
Unbiased estimation of log normalizing constants with applications to Bayesian cross-validation
Maxime Rischard, Pierre E. Jacob, Natesh Pillai
Posterior distributions often feature intractable normalizing constants, called marginal likelihoods or evidence, that are useful for model comparison via Bayes factors. This has m…