843 citations · 845 across the 4 of their papers we have counts for
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cs.LG2021
Leveraging Domain Adaptation for Low-Resource Geospatial Machine Learning
Jack Lynch, Sam Wookey
Machine learning in remote sensing has matured alongside a proliferation in availability and resolution of geospatial imagery, but its utility is bottlenecked by the need for label…
cs.LG2020★ 843 cited
The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling
Yaoshiang Ho, Samuel Wookey
In this paper, we propose a new metric to measure goodness-of-fit for classifiers, the Real World Cost function. This metric factors in information about a real world problem, such…