Spectral Graph Theory and its Applications - Yale University

Random walks and PageRank PageRank vector p: Linear algebra issues: W is not symmetric, not similar to symmetric, does not necessarily have n eigenvalues If no nodes of out-degree 0, Perron-Frobenius Theorem: Guarantees a unique, positive eigevec p of eigenvalue 1. Is there a theoretically interesting spectral theory?

  Applications, Theory, Graph, Spectral, Pagerank, Spectral graph theory and its applications, Pagerank pagerank

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