Incorporating experts' judgment into machine learning models

H Park, A Megahed, P Yin, Y Ong, P Mahajan… - Expert Systems with …, 2023 - Elsevier
Abstract Machine learning (ML) models have been quite successful in predicting outcomes
in many applications. However, in some cases, domain experts might have a judgment …

[PDF][PDF] Supporting fast iteration in model building

M Vartak, P Ortiz, K Siegel… - NIPS Workshop …, 2015 - learningsys.org
Building real-world machine learning models involves an iterative process of engineering
features, fitting models, and tuning parameters until a model that meets specific acceptance …