ICML-Symmetric Spaces for Graph Embeddings A Finsler-Riemannian Approach

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Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach

       Federico Lopez 1 Beatrice Pozzetti 2 Steve Trettel 3 Michael Strube 1 Anna Wienhard 2

             Abstract
   Learning faithful graph representations as sets of
   vertex embeddings has become a fundamental in-
   termediary step in a wide range of machine learn-
   ing applications. We propose the systematic use
   of symmetric spaces in representation learning, a
   class encompassing many of the previously used
   ...

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关键词：embeddings Embedding Approach Riemann spaces