64 citations · 64 across the 2 of their papers we have counts for
2 papers
stat.ME2023
Model validation for aggregate inferences in out-of-sample prediction
Lauren Kennedy, Aki Vehtari, Andrew Gelman
Generalization to new samples is a fundamental rationale for statistical modeling. For this purpose, model validation is particularly important, but recent work in survey inference…
stat.CO2014★ 64 cited
Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data
Aki Vehtari, Andrew Gelman, Tuomas Sivula +7
A common divide-and-conquer approach for Bayesian computation with big data is to partition the data, perform local inference for each piece separately, and combine the results to…