Mathematical Principles of Topological and Geometric Data Analysis

Mathematical Principles of Topological and Geometric Data Analysis By Jost, Jurgen Published by Springer Publication Date: 2023-07-30 Subject: Computers Data Science Machine Learning, Computers Machine Theory, Computers Artificial Intelligence - General, Computers Computer Science, Mathematics Applied, Mathematics Topology, Mathematics Applied, Mathematics Probability & Statistics - General, Mathematics Topology - General, Applied Mathematics, Applied Mathematics,Machine Learning,Mathematical Theory Of Computation,Topology, Machine Learning, Mathematical Theory Of Computation, Topology, Topology Subject Keywords: Riemannian geometry; Laplace operators; homology; category theory; Dimension reduction; Kernel technique; manifold learning; graph theory; curvature of metric spaces Genre: Topology Target Audience: Professional and scholarly