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20182026
most citedFitting latent non-Gaussian models using variational Bayes and Laplace approximations

1 citations · 1 across the 13 of their papers we have counts for

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cs.DC2026

ADELIA: Automatic Differentiation for Efficient Laplace Inference Approximations

Afif Boudaoud, Lisa Gaedke-Merzhäuser, Alexandros Nikolaos Ziogas +6

Spatio-temporal Bayesian inference drives environmental and health sciences using latent Gaussian models. Integrated Nested Laplace Approximations (INLA) enable inference for these…