Expert-Augmented Machine Learning

no code implementations • 22 Mar 2019 • E. D. Gennatas, J. H. Friedman, L. H. Ungar, R. Pirracchio, E. Eaton, L. Reichman, Y. Interian, C. B. Simone, A. Auerbach, E. Delgado, M. J. Van der Laan, T. D. Solberg, G. Valdes

Here we present Expert-Augmented Machine Learning (EAML), an automated method that guides the extraction of expert knowledge and its integration into machine-learned models.

BIG-bench Machine Learning