97 citations · 263 across the 18 of their papers we have counts for
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stat.ML2018★ 38 cited
Conditional Density Estimation with Bayesian Normalising Flows
Brian L Trippe, Richard E Turner
Modeling complex conditional distributions is critical in a variety of settings. Despite a long tradition of research into conditional density estimation, current methods employ ei…
stat.ML2018★ 25 cited
Overpruning in Variational Bayesian Neural Networks
Brian Trippe, Richard Turner
The motivations for using variational inference (VI) in neural networks differ significantly from those in latent variable models. This has a counter-intuitive consequence; more ex…