255 citations · 369 across the 16 of their papers we have counts for
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stat.ML2016★ 7 cited
Clinical Tagging with Joint Probabilistic Models
Yoni Halpern, Steven Horng, David Sontag
We describe a method for parameter estimation in bipartite probabilistic graphical models for joint prediction of clinical conditions from the electronic medical record. The method…
stat.ML2015★ 5 cited
Anchored Discrete Factor Analysis
Yoni Halpern, Steven Horng, David Sontag
We present a semi-supervised learning algorithm for learning discrete factor analysis models with arbitrary structure on the latent variables. Our algorithm assumes that every late…