High-dimensional copula variational approximation through transformation

Michael Stanley Smith, Ruben Loaiza-Maya, David J. Nott

Variational methods are attractive for computing Bayesian inference for highly parametrized models and large datasets where exact inference is impractical. They approximate a targe…