Hermann Weyl Lectures

Sparsification of graphs and matrices

Daniel Spielman
Random graphs and expander graphs can be viewed as sparse approximations of complete graphs, with Ramanujan expanders providing the best possible approximations. We formalize this notion of approximation and ask how well an arbitrary graph can be...