Computational Spectral Graph Theory

Notes from my independent study with Professor Kamalinejad

  • Introduction to Graph Theory
  • The Laplacian & the Number of Connected Components
  • The Eigenvalues of the Laplacian
  • Spectral Clustering
  • Random Walks & Markov Chains
  • Diffusion, etc.