Articles with "generalizable nonparametric" as a keyword



You Never Walk Alone: A Generalizable and Nonparametric Structure Learning Framework

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Published in 2025 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2025.3580101

Abstract: The graph-structured learning (GSL) aims to assist graph neural networks (GNNs) to yield effective node embeddings for downstream tasks, especially in scenarios with the absence of structures or the existence of unreliable edges. Most GSL… read more here.

Keywords: structure; learning framework; nonparametric structure; generalizable nonparametric ... See more keywords