Mth 371 Large-Scale Data Algorithms

Relations, graphs and sparse matrices as tools for representing large-scale data. Graph Laplacian and modularity matrices. Spectral clustering, weighted graph matching, and modularity optimization. Gradient descent methods accelerated by coarse models for solving large-scale systems of equations.