Approximation-based spectral graph neural networks, which construct graph filters with function approximation, have shown substantial performance in graph learning tasks. Despite their great success, ...

In this paper, a decentralized implementation of heat kernel smoothing (HKS) is presented by using a rational graph filtering method. First, the basics of graph signal processing (GSP) are briefly ...

Werwolves by Elliott O’Donnell, published in 1912, is out-of-print by Methuen and Co. Ltd., yet remains popular with modern reprints available. Original copies are rare and considered a ...