Search Results for author: David Sterling

Found 1 papers, 1 papers with code

Scalable Label Propagation for Multi-relational Learning on the Tensor Product of Graphs

1 code implementation20 Feb 2018 Zhuliu Li, Raphael Petegrosso, Shaden Smith, David Sterling, George Karypis, Rui Kuang

In this paper, we generalize a widely used label propagation model to the normalized tensor product graph, and propose an optimization formulation and a scalable Low-rank Tensor-based Label Propagation algorithm (LowrankTLP) to infer multi-relations for two learning tasks, hyperlink prediction and multiple graph alignment.

Knowledge Graphs Relational Reasoning

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