2 papers
stat.ML2025
STACI: Spatio-Temporal Aleatoric Conformal Inference
Brandon R. Feng, David Keetae Park, Xihaier Luo +3
Fitting Gaussian Processes (GPs) provides interpretable aleatoric uncertainty quantification for estimation of spatio-temporal fields. Spatio-temporal deep learning models, while s…
stat.AP2024
A fast approach for analyzing spatio-temporal patterns in ischemic heart disease mortality across US counties (1999-2021)
A. Urdangarin, T. Goicoa, P. Congdon +1
Ischaemic heart disease (IHD) remains the primary cause of mortality in the US. This study focuses on using spatio-temporal disease mapping models to explore the temporal trends of…