Scalable marginalization of correlated latent variables with applications to learning particle interaction kernels

Mengyang Gu, Xubo Liu, Xinyi Fang +1

Marginalization of latent variables or nuisance parameters is a fundamental aspect of Bayesian inference and uncertainty quantification. In this work, we focus on scalable marginal…