3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Reducing the labeling burden in time-series mapping using Common Ground: a semi-automated approach to tracking changes in land cover and species over time
Geethen Singh, Jasper A Slingsby, Tamara B Robinson +1
Reliable classification of Earth Observation data depends on consistent, up-to-date reference labels. However, collecting new labelled data at each time step remains expensive and…
cs.LG2024★ 3 cited
Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction
Geethen Singh, Glenn Moncrieff, Zander Venter +3
Unreliable predictions can occur when using artificial intelligence (AI) systems with negative consequences for downstream applications, particularly when employed for decision-mak…