24 citations · 24 across the 4 of their papers we have counts for
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Cluster-Aware Conformal Calibration for Spatio-Temporal Distributional Prediction
Gooyoung Kim, Chae Young Lim, Wen-Ting Wang +2
DeepKriging-style models, such as Spatio-Temporal DeepKriging, improve scalability through basis-function embeddings and stochastic gradient learning; however, fixed regular-grid s…
DeepKriging on the global Data
Hao-Yun Huang, Wen-Ting Wang, Ping-Hsun Chiang +1
The increasing availability of large-scale global datasets has generated a demand for scalable spatial prediction methods defined on spherical domains. Classical spatial models tha…
Regularized Spatial Maximum Covariance Analysis
Wen-Ting Wang, Hsin-Cheng Huang
In climate and atmospheric research, many phenomena involve more than one meteorological spatial processes covarying in space. To understand how one process is affected by another,…
Regularized Principal Component Analysis for Spatial Data
Wen-Ting Wang, Hsin-Cheng Huang
In many atmospheric and earth sciences, it is of interest to identify dominant spatial patterns of variation based on data observed at locations and time points with the po…