Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs

Hao Li, Hao Jiang, Jiajun Fan +2

Persistent homology, a fundamental technique within Topological Data Analysis (TDA), captures structural and shape characteristics of graphs, yet encounters computational difficult…