Yunhao Nie

Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning

Kriging aims to estimate the attributes of unseen geo-locations from observations in the spatial vicinity or physical connections. Existing works assume that neighbors’ information offers the basis for estimating the unobserved target while ignoring non-neighbors. However, neighbors could also be qu…