2 code implementations • 9 Aug 2020 • Lucas Hu, Caleb Robinson, Bistra Dilkina
Recent work has shown that deep learning models can be used to classify land-use data from geospatial satellite imagery.
1 code implementation • 12 Oct 2020 • Min Du, Nesime Tatbul, Brian Rivers, Akhilesh Kumar Gupta, Lucas Hu, Wei Wang, Ryan Marcus, Shengtian Zhou, Insup Lee, Justin Gottschlich
Class distribution skews in imbalanced datasets may lead to models with prediction bias towards majority classes, making fair assessment of classifiers a challenging task.