62 citations · 268 across the 16 of their papers we have counts for
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stat.ML2016★ 62 cited
Variational Boosting: Iteratively Refining Posterior Approximations
Andrew C. Miller, Nicholas Foti, Ryan P. Adams
We propose a black-box variational inference method to approximate intractable distributions with an increasingly rich approximating class. Our method, termed variational boosting,…
stat.ML2016★ 43 cited
Recurrent switching linear dynamical systems
Scott W. Linderman, Andrew C. Miller, Ryan P. Adams +3
Many natural systems, such as neurons firing in the brain or basketball teams traversing a court, give rise to time series data with complex, nonlinear dynamics. We can gain insigh…