Abstract: Recently, polynomial graph filter learning (PGFL) has demonstrated promising performance for modeling graph signals in Graph Neural Networks (GNNs) on both homophilic and heterophilic graphs ...

xiv, 431 pages : 26 cm This handy guide gives you opportunities to practice solving problems that you'll encounter in your Algebra I course. You'll start with basic operations, move on to algebraic ...

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We characterize the reproducing kernel Hilbert spaces whose elements are p-integrable functions in terms of the boundedness of the integral operator whose kernel is the reproducing kernel. Moreover, ...