87 citations · 90 across the 2 of their papers we have counts for
2 papers
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…
cs.CV2021★ 87 cited
Continental-scale land cover mapping at 10 m resolution over Europe (ELC10)
Zander S. Venter, Markus A. K. Sydenham
Widely used European land cover maps such as CORINE are produced at medium spatial resolutions (100 m) and rely on diverse data with complex workflows requiring significant institu…