Search Results for author: Jason Ren

Found 2 papers, 1 papers with code

Prediction Focused Topic Models for Electronic Health Records

no code implementations15 Nov 2019 Jason Ren, Russell Kunes, Finale Doshi-Velez

Supervised topic models present an attractive option for incorporating EHR data as features into a prediction problem: given a patient's record, we estimate a set of latent factors that are predictive of the response variable.

Topic Models

Prediction Focused Topic Models via Feature Selection

1 code implementation12 Oct 2019 Jason Ren, Russell Kunes, Finale Doshi-Velez

Supervised topic models are often sought to balance prediction quality and interpretability.

feature selection Topic Models

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