Introduction to Topology Based Graph Representation Learning

Welcome to our comprehensive guide on Topology Based Graph Representation Learning. This talk is part of the Oxford ML Summer School Unconference. I am discussing two recent papers that deal with different aspects ...

Topology Based Graph Representation Learning Comprehensive Overview

Title: The second part of this two-part lecture series will discuss recent advances in the integration of geometrical and This talk, originally given at the IMSI Workshop on

NEW: integrate a

Summary & Highlights for Topology Based Graph Representation Learning

  • Slide link: http://snap.stanford.edu/class/cs224w-2018/handouts/09-node2vec.pdf.
  • Persistent homology provides a way to capture the global structure of data across multiple scales. In this talk, I present ...
  • If you enjoyed this talk, consider joining the Molecular Modeling and Drug Discovery (M2D2) talks live: ...
  • ... neural networks and
  • Title: GNN

In summary, understanding Topology Based Graph Representation Learning gives us a better perspective.

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