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Explore a comprehensive tour of graph embeddings in this lecture covering MDS from adjacency and Laplacian-based approaches, Laplacian Eigenmaps, planar graphs, DeepWalk, and insights into word vector embeddings and bias. Learn fundamental techniques for representing graph structures in vector spaces over this 86-minute educational session from the University of Utah Data Science program.
Syllabus
Data Mining Lecture L25 - Graph Embeddings
Taught by
UofU Data Science