78 citations · 118 across the 14 of their papers we have counts for
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stat.ML2016★ 78 cited
Deep Survival Analysis
Rajesh Ranganath, Adler Perotte, Noémie Elhadad +1
The electronic health record (EHR) provides an unprecedented opportunity to build actionable tools to support physicians at the point of care. In this paper, we investigate surviva…
stat.ML2014★ 25 cited
Deep Exponential Families
Rajesh Ranganath, Linpeng Tang, Laurent Charlin +1
We describe \textit{deep exponential families} (DEFs), a class of latent variable models that are inspired by the hidden structures used in deep neural networks. DEFs capture a hie…