DSC 205Geometry of Data
This course will cover graph-based data modeling, analysis, and representation. Topics include spectral graph theory, spectral clustering, kernel-based manifold learning, dimensionality reduction and visualization, multiway data analysis, graph signal processing, graph neural networks.