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On the Use of the Chi-Squared Distance for the Structured Learning of Graph Embeddings

Zhao, Haifeng; Robles-Kelly, Antonio; Zhou, Jun


In this paper, we describe the use of concepts from the areas of structural and statistical pattern recognition for the purposes of recovering a mapping which can be viewed as an operator on the graph attribute-set. This mapping can be used to embed graphs into spaces where tasks such as classification and retrieval can be effected. To do this, we depart from concepts in graph theory so as to introduce mappings as operators over graph spaces. This treatment leads to the recovery of a mapping...[Show more]

CollectionsANU Research Publications
Date published: 2011
Type: Conference paper
Source: A Novel Illumination-Invariant Loss for Monocular 3D Pose Estimation
DOI: 10.1109/DICTA.2011.78


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