3 citations · 3 across the 1 of their papers we have counts for
2 papers
stat.ML2019★ 3 cited
Importance Weighted Hierarchical Variational Inference
Artem Sobolev, Dmitry Vetrov
Variational Inference is a powerful tool in the Bayesian modeling toolkit, however, its effectiveness is determined by the expressivity of the utilized variational distributions in…
cs.LG2017
Probabilistic Adaptive Computation Time
Michael Figurnov, Artem Sobolev, Dmitry Vetrov
We present a probabilistic model with discrete latent variables that control the computation time in deep learning models such as ResNets and LSTMs. A prior on the latent variables…