121 citations · 189 across the 5 of their papers we have counts for
Showing 2019 · stat.MLShow all
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stat.ML2019
Conditional Super Learner
Gilmer Valdes, Yannet Interian, Efstathios D. Gennatas Mark J. Van der Laan
In this article we consider the Conditional Super Learner (CSL), an algorithm which selects the best model candidate from a library conditional on the covariates. The CSL expands t…
stat.ML2019★ 121 cited
Expert-Augmented Machine Learning
E. D. Gennatas, J. H. Friedman, L. H. Ungar +10
Machine Learning is proving invaluable across disciplines. However, its success is often limited by the quality and quantity of available data, while its adoption by the level of t…