Search Results for author: Manuel A. Rivas

Found 2 papers, 1 papers with code

Efficient computation and analysis of distributional Shapley values

no code implementations2 Jul 2020 Yongchan Kwon, Manuel A. Rivas, James Zou

Distributional data Shapley value (DShapley) has recently been proposed as a principled framework to quantify the contribution of individual datum in machine learning.

Binary Classification Density Estimation

DeepTag: inferring all-cause diagnoses from clinical notes in under-resourced medical domain

1 code implementation28 Jun 2018 Allen Nie, Ashley Zehnder, Rodney L. Page, Arturo L. Pineda, Manuel A. Rivas, Carlos D. Bustamante, James Zou

However, clinicians lack the time and resource to annotate patient records with standard medical diagnostic codes and most veterinary visits are captured in free text notes.

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