5 citations · 18 across the 6 of their papers we have counts for
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stat.ML2019★ 3 cited
Approximate Variational Inference Based on a Finite Sample of Gaussian Latent Variables
Nikolaos Gianniotis, Christoph Schnörr, Christian Molkenthin +1
Variational methods are employed in situations where exact Bayesian inference becomes intractable due to the difficulty in performing certain integrals. Typically, variational meth…
stat.ML2019
Mixed Variational Inference
Nikolaos Gianniotis
The Laplace approximation has been one of the workhorses of Bayesian inference. It often delivers good approximations in practice despite the fact that it does not strictly take in…