6 citations · 6 across the 3 of their papers we have counts for
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cs.LG2019
Prediction Focused Topic Models for Electronic Health Records
Jason Ren, Russell Kunes, Finale Doshi-Velez
Electronic Health Record (EHR) data can be represented as discrete counts over a high dimensional set of possible procedures, diagnoses, and medications. Supervised topic models pr…
cs.LG2019★ 6 cited
Prediction Focused Topic Models via Feature Selection
Jason Ren, Russell Kunes, Finale Doshi-Velez
Supervised topic models are often sought to balance prediction quality and interpretability. However, when models are (inevitably) misspecified, standard approaches rarely deliver…