Articles with "fair contrastive" as a keyword



Fair Contrastive Learning on Graphs

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Published in 2022 at "IEEE Transactions on Signal and Information Processing over Networks"

DOI: 10.1109/tsipn.2022.3174953

Abstract: Node representation learning plays a critical role in learning over graphs. Specifically, the success of contrastive learning methods in unsupervised node representation learning has been demonstrated for various tasks, which has led to increase in… read more here.

Keywords: learning graphs; fairness; fair contrastive; contrastive learning ... See more keywords